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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.
SNX27 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 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.
SNX27 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
22.2
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SNX27 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
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
6.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
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.
SNX27 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
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.
The Human Protein Atlas project is funded
