We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
YAE1 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
37.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
131.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
110.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
107.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
106.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
99.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
89.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
86.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
85.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
84.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
83.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
83.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
80.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
80.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
80.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
77.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
77.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
76.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
75.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
75.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
75.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
73.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
73.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
72.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
72.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
71.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
71.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
70.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
69.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
68.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
67.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
65.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
64.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
63.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
62.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
60.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
60.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
58.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
57.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
56.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
56.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
55.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
54.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
54.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
54.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
54.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
54.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
53.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
53.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
53.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
52.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
52.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
52.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
51.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
51.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
50.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
50.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
50.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
49.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
49.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
48.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
48.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
48.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
48.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
47.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
47.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
46.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
46.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
46.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
45.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
45.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
44.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
44.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
43.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
42.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
41.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
38.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
38.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
35.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
33.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
33.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
YAE1 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
92.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
74.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
69.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
66.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
64.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
63.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
60.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
59.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
59.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
58.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
58.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
56.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
55.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
54.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
54.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
53.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
52.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
51.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
50.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
49.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
48.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
47.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
47.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
46.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
46.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
45.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
44.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
44.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
43.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
42.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
41.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
36.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
36.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
YAE1 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
41.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
129.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
109.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
99.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
96.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
91.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
75.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
72.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
72.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
71.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
70.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
69.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
68.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
67.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
65.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
65.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
63.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
57.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
54.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
54.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
53.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
52.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
52.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
51.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
49.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
48.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
47.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
44.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
43.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
42.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
42.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
39.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
31.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
30.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
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.
YAE1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.6
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
67.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
61.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
60.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
59.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
55.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
54.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
51.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
49.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
47.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
42.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
41.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
41.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
40.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
40.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
38.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
38.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
36.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
