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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.
CDCA7 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
67.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
196.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
178.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
174.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
170.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
167.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
162.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
158.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
154.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
144.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
140.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
136.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
134.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
133.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
132.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
132.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
131.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
131.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
130.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
129.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
126.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
124.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
124.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
124.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
123.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
122.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
121.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
121.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
121.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
120.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
119.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
118.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
118.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
113.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
108.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
108.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
108.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
106.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
106.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
106.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
104.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
103.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
103.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
102.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
102.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
101.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
100.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
100.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
99.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
99.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
96.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
96.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
95.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
94.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
94.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
92.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
92.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
92.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
90.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
90.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
90.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
90.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
88.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
88.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
87.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
86.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
86.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
86.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
85.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
85.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
85.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
85.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
84.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
84.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
84.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
83.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
82.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
82.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
82.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
81.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
80.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
79.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
79.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
79.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
79.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
78.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
77.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
75.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
75.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
74.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
74.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
73.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
73.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
73.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
73.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
72.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
70.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
70.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
70.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
70.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
70.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
70.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
68.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
68.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
67.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
67.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
66.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
66.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
66.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
65.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
65.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
65.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
65.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
64.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
64.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
63.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
62.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
62.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
62.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
62.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
62.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
61.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
61.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
61.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
61.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
61.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
59.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
59.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
59.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
59.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
59.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
58.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
58.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
57.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
57.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
57.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
57.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
56.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
56.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
56.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
56.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
56.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
56.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
55.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
54.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
54.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
53.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
53.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
53.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
52.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
52.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
51.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
51.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
51.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
51.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
51.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
50.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
49.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
49.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
48.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
48.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
47.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
47.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
47.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
46.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
46.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
46.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
46.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
45.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
45.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
44.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
44.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
43.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
43.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
43.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
43.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
43.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
42.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
41.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
41.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
39.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
38.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
31.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
CDCA7 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
57.1
Number of samples
486
Samples
Sample
Description
TPM
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
169.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
160.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
159.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
159.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
155.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
145.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
137.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
129.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
124.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
123.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
123.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
122.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
121.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
121.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
120.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
119.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
119.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
117.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
117.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
116.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
116.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
115.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
114.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
114.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
111.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
111.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
110.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
109.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
108.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
107.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
105.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
104.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
104.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
104.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
103.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
102.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
101.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
101.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
100.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
100.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
99.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
98.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
98.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
97.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
97.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
96.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
96.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
96.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
95.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
95.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
95.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
95.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
94.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
93.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
93.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
93.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
92.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
92.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
92.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
91.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
91.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
91.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
90.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
89.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
89.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
89.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
88.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
88.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
87.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
87.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
87.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
86.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
86.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
86.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
86.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
86.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
84.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
84.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
84.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
84.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
83.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
83.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
82.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
82.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
81.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
81.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
80.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
80.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
80.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
80.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
80.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
80.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
79.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
79.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
79.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
79.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
78.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
78.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
78.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
77.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
77.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
76.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
76.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
75.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
75.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
75.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
75.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
75.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
75.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
75.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
75.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
75.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
74.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
74.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
74.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
74.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
73.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
73.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
73.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
73.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
72.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
72.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
72.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
71.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
71.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
71.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
71.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
71.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
71.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
70.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
70.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
70.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
70.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
69.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
69.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
69.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
69.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
69.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
68.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
68.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
68.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
68.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
68.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
68.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
68.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
68.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
67.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
67.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
67.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
67.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
66.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
66.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
66.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
66.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
66.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
66.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
66.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
66.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
66.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
65.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
65.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
65.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
65.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
64.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
64.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
64.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
64.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
64.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
64.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
63.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
63.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
63.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
63.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
63.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
63.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
63.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
62.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
62.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
62.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
62.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
62.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
62.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
62.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
62.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
61.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
61.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
61.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
61.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
61.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
61.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
60.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
60.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
60.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
60.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
60.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
60.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
59.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
59.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
59.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
59.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
59.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
59.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
58.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
58.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
58.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
58.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
58.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
58.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
58.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
58.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
58.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
58.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
57.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
57.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
57.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
56.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
56.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
56.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
55.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
55.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
55.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
55.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
55.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
55.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
55.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
55.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
54.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
54.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
54.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
54.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
54.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
54.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
53.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
53.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
53.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
53.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
53.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
53.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
53.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
53.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
52.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
52.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
52.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
52.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
51.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
51.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
51.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
51.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
51.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
51.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
51.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
50.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
50.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
50.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
50.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
50.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
50.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
49.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
49.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
49.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
49.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
49.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
49.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
48.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
48.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
47.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
47.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
47.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
47.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
46.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
46.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
46.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
46.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
46.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
46.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
46.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
46.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
46.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
45.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
44.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
43.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
43.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
43.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
42.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
42.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
42.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
41.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
41.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
41.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
40.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
39.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
39.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
39.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
38.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
37.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDCA7 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
76.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
184.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
170.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
165.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
156.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
147.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
137.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
130.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
124.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
118.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
116.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
116.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
110.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
109.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
106.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
106.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
100.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
99.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
99.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
98.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
98.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
97.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
97.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
95.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
94.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
94.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
93.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
93.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
88.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
88.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
88.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
87.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
85.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
84.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
84.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
84.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
81.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
80.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
78.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
78.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
78.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
75.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
75.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
73.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
73.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
73.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
73.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
71.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
70.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
70.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
70.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
66.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
65.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
63.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
63.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
63.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
62.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
62.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
61.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
60.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
59.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
58.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
56.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
55.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
52.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
52.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
49.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
49.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
48.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
46.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
46.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
44.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
43.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
42.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
42.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
35.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDCA7 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
59.6
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
148.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
134.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
127.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
125.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
123.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
119.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
117.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
115.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
112.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
111.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
107.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
107.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
107.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
106.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
106.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
105.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
105.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
103.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
102.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
102.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
101.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
100.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
99.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
99.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
98.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
92.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
91.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
91.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
90.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
90.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
89.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
88.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
87.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
86.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
85.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
84.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
83.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
83.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
83.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
83.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
83.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
82.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
82.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
82.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
82.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
80.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
80.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
79.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
79.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
78.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
77.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
77.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
77.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
77.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
76.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
76.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
75.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
75.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
75.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
75.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
75.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
73.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
73.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
72.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
72.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
72.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
71.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
70.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
70.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
70.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
69.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
69.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
68.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
67.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
67.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
67.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
66.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
66.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
66.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
66.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
64.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
64.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
64.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
64.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
63.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
62.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
61.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
61.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
61.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
61.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
61.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
60.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
59.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
59.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
59.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
59.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
59.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
58.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
58.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
58.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
58.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
58.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
58.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
58.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
57.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
57.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
57.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
57.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
57.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
56.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
56.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
56.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
55.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
54.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
54.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
53.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
52.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
52.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
51.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
51.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
51.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
50.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
50.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
50.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
49.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
49.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
49.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
48.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
47.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
46.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
46.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
46.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
45.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
44.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
44.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
44.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
43.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
43.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
42.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
42.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
42.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
42.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
41.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
41.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
41.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
40.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
