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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.
TMTC2 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TMTC2 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
5.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMTC2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMTC2 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
11.6
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 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
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
