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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.
SNX30 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
SNX30 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
17.3
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNX30 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
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.
SNX30 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
16.7
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
