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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.
ZNF593 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
72.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
210.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
180.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
167.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
159.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
157.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
152.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
150.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
149.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
145.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
137.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
133.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
130.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
129.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
128.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
127.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
126.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
126.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
125.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
124.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
122.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
121.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
120.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
120.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
117.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
116.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
114.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
113.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
112.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
111.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
110.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
109.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
109.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
109.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
108.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
108.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
106.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
105.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
102.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
99.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
99.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
99.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
98.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
97.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
97.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
97.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
96.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
96.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
96.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
94.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
94.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
94.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
93.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
92.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
92.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
90.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
90.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
89.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
89.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
89.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
87.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
87.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
87.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
86.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
86.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
86.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
86.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
86.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
85.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
85.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
85.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
84.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
84.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
83.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
83.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
82.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
82.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
80.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
80.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
80.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
80.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
80.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
79.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
79.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
78.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
78.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
78.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
77.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
76.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
76.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
76.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
76.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
76.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
75.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
75.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
74.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
74.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
74.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
73.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
73.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
73.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
73.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
72.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
72.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
72.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
72.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
71.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
71.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
71.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
71.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
70.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
70.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
70.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
70.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
70.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
70.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
70.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
69.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
69.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
69.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
69.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
69.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
69.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
68.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
68.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
68.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
68.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
68.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
68.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
68.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
68.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
68.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
67.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
67.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
67.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
67.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
66.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
66.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
66.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
64.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
64.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
64.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
64.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
63.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
63.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
63.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
63.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
62.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
62.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
62.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
62.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
61.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
61.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
61.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
61.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
61.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
60.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
60.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
60.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
60.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
59.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
59.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
58.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
58.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
58.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
58.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
57.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
57.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
57.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
56.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
56.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
56.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
56.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
54.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
54.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
54.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
53.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
53.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
53.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
53.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
53.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
53.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
53.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
53.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
52.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
52.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
52.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
52.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
52.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
51.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
51.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
51.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
50.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
50.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
49.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
49.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
48.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
48.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
48.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
47.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
46.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
46.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
46.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
46.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
45.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
45.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
45.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
44.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
44.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
44.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
43.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
43.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
37.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
36.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 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.
ZNF593 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
30.1
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
76.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
73.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
66.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
66.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
63.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
60.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
59.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
59.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
57.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
57.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
55.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
54.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
53.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
51.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
50.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
49.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
49.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
49.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
47.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
47.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
46.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
46.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
46.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
45.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
44.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
41.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
ZNF593 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
68.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
438.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
155.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
136.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
122.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
121.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
118.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
114.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
113.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
112.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
106.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
103.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
99.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
98.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
97.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
91.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
89.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
87.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
87.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
86.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
86.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
83.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
82.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
82.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
81.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
81.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
80.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
79.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
79.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
77.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
73.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
71.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
71.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
69.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
65.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
64.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
64.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
63.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
61.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
59.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
57.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
57.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
56.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
56.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
55.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
55.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
54.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
52.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
52.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
52.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
50.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
50.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
50.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
49.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
49.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
48.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
48.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
48.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
47.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
47.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
47.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
47.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
46.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
46.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
45.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
42.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
42.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
41.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
41.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
36.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 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.
ZNF593 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
24.3
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
55.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
54.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
51.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
43.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
42.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
39.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
34.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.2
b2400046-1d25-429d-a821-6040a6
Tumor
-2.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
