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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.
SNX4 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
17.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
SNX4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
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.
SNX4 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
19.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
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.
SNX4 is potential prognostic, high expression is unfavorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
