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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.
MCTP2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 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.
MCTP2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
51.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
MCTP2 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
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.
MCTP2 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
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
1.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
1.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
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
0784c7b3-e6a4-42a8-9288-eb4ba0_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
82157a70-12f1-4913-b548-d98881_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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
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
db3f5ad9-d14d-4126-a3e7-d80faa_D3
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
dffcac99-9eac-4717-aeb6-f4a2e7_D8
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
0c330883-ab58-4a5a-bff7-07d283_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
