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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.
SSNA1 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
74.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
139.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
128.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
127.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
125.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
125.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
122.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
117.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
117.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
115.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
114.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
112.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
111.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
111.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
110.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
110.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
109.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
107.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
107.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
105.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
104.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
104.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
103.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
101.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
100.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
100.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
97.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
97.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
97.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
97.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
97.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
97.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
96.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
95.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
94.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
94.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
93.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
93.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
92.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
92.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
92.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
91.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
91.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
91.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
90.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
90.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
89.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
88.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
88.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
88.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
87.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
87.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
87.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
87.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
86.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
86.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
86.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
86.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
85.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
85.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
85.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
85.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
84.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
84.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
84.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
84.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
84.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
83.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
83.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
83.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
83.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
83.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
83.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
82.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
81.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
81.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
81.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
81.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
80.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
80.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
80.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
80.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
80.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
80.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
79.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
79.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
78.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
78.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
78.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
77.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
77.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
77.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
77.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
77.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
76.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
76.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
76.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
76.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
75.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
75.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
75.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
74.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
74.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
74.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
74.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
73.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
73.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
73.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
73.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
73.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
73.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
73.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
72.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
72.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
72.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
72.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
72.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
72.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
72.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
71.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
71.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
71.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
71.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
71.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
71.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
71.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
71.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
71.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
70.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
70.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
70.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
70.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
70.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
70.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
70.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
70.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
69.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
69.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
69.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
69.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
69.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
69.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
69.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
69.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
69.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
69.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
69.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
68.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
68.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
68.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
68.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
68.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
68.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
68.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
68.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
67.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
67.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
67.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
67.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
67.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
67.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
67.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
66.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
66.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
66.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
66.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
66.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
66.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
65.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
65.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
65.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
65.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
65.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
64.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
64.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
64.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
64.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
64.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
64.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
64.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
63.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
63.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
63.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
63.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
63.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
63.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
63.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
63.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
63.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
63.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
62.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
62.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
62.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
62.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
62.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
62.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
62.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
62.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
62.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
61.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
61.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
61.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
60.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
60.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
60.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
60.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
60.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
59.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
59.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
59.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
58.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
58.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
58.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
58.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
58.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
57.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
57.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
56.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
56.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
56.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
56.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
55.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
55.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
55.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
54.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
53.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
53.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
53.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
53.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
53.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
52.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
52.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
51.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
51.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
51.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
50.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
50.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
50.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
49.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
48.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
48.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
48.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
47.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
47.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
46.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
46.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
43.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
43.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SSNA1 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
28.0
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
73.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
61.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
60.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
59.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
55.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
51.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
49.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
45.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
41.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
40.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
38.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SSNA1 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
77.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
171.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
165.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
158.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
130.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
129.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
121.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
113.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
110.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
110.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
108.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
107.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
107.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
102.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
101.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
98.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
97.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
96.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
94.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
94.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
92.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
92.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
91.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
91.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
88.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
87.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
87.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
86.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
85.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
82.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
80.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
80.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
79.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
78.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
78.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
78.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
77.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
77.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
76.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
76.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
75.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
74.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
73.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
73.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
71.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
71.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
71.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
71.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
70.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
69.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
69.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
69.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
69.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
68.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
67.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
65.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
65.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
64.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
64.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
62.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
62.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
61.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
60.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
59.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
59.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
58.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
57.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
56.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
56.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
55.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
54.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
54.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
53.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
52.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
52.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
50.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
50.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
49.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
48.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
45.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 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.
SSNA1 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
23.6
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
60.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
51.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
44.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
41.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
1.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
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
