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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C14orf119 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
55.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
123.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
108.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
106.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
105.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
102.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
97.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
89.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
87.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
85.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
84.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
83.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
81.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
79.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
78.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
78.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
78.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
78.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
78.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
77.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
77.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
77.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
77.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
76.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
75.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
75.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
74.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
74.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
72.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
72.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
72.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
72.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
72.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
71.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
71.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
70.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
70.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
69.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
69.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
69.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
69.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
69.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
69.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
68.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
68.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
68.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
67.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
67.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
67.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
67.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
67.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
66.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
66.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
66.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
66.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
66.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
65.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
65.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
65.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
65.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
65.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
65.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
65.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
65.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
65.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
64.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
64.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
64.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
64.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
64.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
64.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
64.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
64.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
63.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
63.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
62.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
62.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
61.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
61.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
61.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
61.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
61.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
61.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
60.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
60.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
60.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
60.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
59.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
59.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
59.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
59.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
59.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
59.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
59.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
58.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
58.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
58.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
58.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
58.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
58.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
57.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
57.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
57.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
57.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
57.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
57.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
56.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
56.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
56.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
56.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
56.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
56.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
56.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
56.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
56.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
56.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
56.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
55.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
55.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
55.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
55.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
55.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
54.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
54.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
54.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
54.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
54.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
53.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
53.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
53.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
53.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
53.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
53.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
53.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
52.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
52.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
52.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
52.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
52.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
52.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
52.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
51.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
51.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
51.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
50.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
50.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
50.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
50.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
50.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
50.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
49.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
49.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
49.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
49.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
49.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
49.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
49.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
48.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
48.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
48.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
48.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
48.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
48.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
48.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
47.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
47.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
47.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
47.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
47.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
46.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
46.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
46.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
45.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
45.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
45.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
45.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
45.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
45.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
44.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
44.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
44.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
44.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
44.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
44.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
43.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
43.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
43.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
43.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
42.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
42.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
42.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
41.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
41.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
40.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
40.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
40.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
40.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
40.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
37.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
37.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
36.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
C14orf119 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
31.0
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
61.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
57.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
54.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
54.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
51.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
51.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
50.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
49.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
49.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
46.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
45.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
45.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
43.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
43.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
43.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
42.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
38.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
35.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
C14orf119 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
52.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
94.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
87.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
84.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
79.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
77.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
76.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
73.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
72.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
72.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
71.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
71.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
71.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
69.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
68.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
66.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
65.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
65.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
65.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
65.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
64.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
63.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
62.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
62.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
62.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
62.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
61.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
61.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
61.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
60.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
60.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
60.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
60.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
58.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
58.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
57.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
56.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
55.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
55.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
53.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
53.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
53.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
53.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
52.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
51.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
51.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
50.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
50.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
50.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
50.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
48.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
48.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
47.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
46.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
45.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
45.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
43.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
40.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
40.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
40.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
38.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
37.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
34.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.7
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.
C14orf119 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
27.6
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
61.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
55.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
51.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
46.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
44.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
41.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
39.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.4
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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
