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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.
SYNRG 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
SYNRG is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.1
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.
SYNRG 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
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
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.
SYNRG 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
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
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Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
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Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
