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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.
TMEM14B 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
74.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
148.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
145.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
140.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
138.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
135.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
129.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
128.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
128.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
126.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
121.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
118.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
116.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
116.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
113.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
113.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
113.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
112.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
110.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
110.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
108.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
108.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
108.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
108.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
107.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
106.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
105.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
104.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
103.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
102.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
102.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
101.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
101.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
101.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
98.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
98.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
98.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
98.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
98.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
98.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
96.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
95.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
95.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
95.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
94.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
94.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
94.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
93.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
93.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
92.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
92.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
92.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
91.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
90.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
89.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
89.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
89.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
88.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
88.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
87.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
87.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
87.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
87.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
86.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
86.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
86.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
85.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
84.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
84.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
83.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
83.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
83.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
83.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
81.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
81.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
81.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
81.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
81.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
81.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
81.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
81.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
80.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
79.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
79.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
79.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
79.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
79.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
79.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
78.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
78.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
78.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
78.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
77.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
77.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
77.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
77.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
77.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
77.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
76.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
76.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
76.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
76.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
76.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
76.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
76.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
75.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
75.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
75.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
74.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
74.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
74.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
74.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
74.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
73.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
73.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
73.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
72.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
72.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
72.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
71.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
71.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
71.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
71.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
70.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
70.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
70.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
69.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
69.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
69.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
69.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
69.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
68.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
68.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
68.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
68.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
68.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
68.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
67.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
67.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
67.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
67.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
67.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
67.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
67.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
67.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
66.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
66.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
66.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
66.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
66.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
66.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
65.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
65.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
65.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
65.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
65.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
65.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
65.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
64.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
64.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
64.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
64.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
64.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
64.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
63.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
63.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
63.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
62.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
62.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
62.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
61.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
61.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
61.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
61.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
61.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
61.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
61.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
61.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
61.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
60.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
60.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
60.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
60.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
60.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
60.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
60.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
59.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
59.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
58.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
58.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
58.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
58.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
57.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
57.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
57.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
57.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
57.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
57.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
57.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
57.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
56.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
56.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
56.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
56.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
56.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
56.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
56.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
56.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
56.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
55.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
55.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
55.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
55.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
55.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
55.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
55.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
54.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
54.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
53.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
53.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
53.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
53.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
53.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
53.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
53.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
53.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
52.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
52.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
52.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
51.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
51.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
50.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
50.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
50.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
48.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
46.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
46.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
45.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
44.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
40.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
40.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
39.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
38.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
36.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
TMEM14B 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
40.6
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
123.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
83.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
81.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
77.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
76.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
75.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
73.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
73.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
73.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
68.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
68.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
68.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
67.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
67.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
65.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
65.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
64.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
64.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
61.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
59.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
59.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
59.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
59.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
58.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
58.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
57.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
57.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
57.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
56.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
56.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
56.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
55.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
54.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
54.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
54.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
54.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
54.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
54.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
54.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
54.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
54.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
54.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
54.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
54.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
54.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
53.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
53.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
53.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
53.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
53.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
53.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
53.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
53.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
53.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
52.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
52.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
51.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
51.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
51.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
51.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
51.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
51.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
51.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
51.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
50.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
50.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
50.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
50.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
50.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
50.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
50.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
49.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
49.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
49.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
49.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
49.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
49.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
49.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
49.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
49.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
49.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
48.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
48.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
48.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
48.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
48.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
48.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
48.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
48.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
48.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
48.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
48.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
48.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
47.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
47.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
47.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
47.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
47.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
46.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
46.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
46.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
46.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
45.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
45.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
45.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
45.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
45.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
44.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
44.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
44.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
44.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
44.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
44.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
44.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
43.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
43.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
43.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
43.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
43.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
43.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
42.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
42.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
42.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
42.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
42.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
42.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
42.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
41.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
41.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
41.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
40.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
39.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
38.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
38.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
37.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
37.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
37.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
35.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
35.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
34.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
TMEM14B 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
81.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
189.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
158.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
157.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
153.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
143.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
133.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
133.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
130.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
118.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
114.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
105.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
103.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
102.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
102.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
99.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
96.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
96.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
95.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
95.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
94.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
94.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
93.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
91.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
90.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
89.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
89.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
86.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
85.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
85.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
85.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
84.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
82.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
82.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
82.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
82.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
82.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
81.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
81.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
80.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
80.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
79.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
79.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
79.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
78.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
77.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
77.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
77.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
76.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
76.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
75.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
73.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
73.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
73.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
72.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
70.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
70.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
69.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
67.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
66.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
66.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
66.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
65.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
65.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
64.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
64.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
63.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
63.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
62.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
61.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
61.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
60.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
58.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
55.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
55.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
55.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
54.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
54.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
52.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
50.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
50.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
50.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
49.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
46.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
42.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
34.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
TMEM14B 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
37.1
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
73.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
70.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
61.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
59.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
59.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
56.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
56.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
56.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
54.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
53.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
53.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
52.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
52.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
52.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
52.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
51.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
50.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
50.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
49.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
48.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
47.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
47.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
46.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
46.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
46.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
45.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
45.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
45.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
44.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
44.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
43.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
43.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
43.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
42.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
41.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
41.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
41.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
40.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
40.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
40.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
39.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
37.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
37.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.4
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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.
The Human Protein Atlas project is funded
