We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CDK2AP1 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
85.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
295.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
250.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
220.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
210.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
204.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
180.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
180.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
164.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
162.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
157.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
153.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
148.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
147.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
145.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
144.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
144.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
144.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
143.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
141.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
138.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
136.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
134.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
133.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
131.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
123.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
123.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
122.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
122.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
122.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
121.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
121.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
120.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
120.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
120.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
119.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
117.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
117.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
116.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
113.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
111.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
110.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
110.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
108.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
108.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
107.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
106.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
106.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
106.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
106.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
106.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
104.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
103.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
102.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
101.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
100.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
100.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
100.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
99.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
98.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
97.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
97.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
97.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
96.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
96.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
96.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
95.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
95.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
95.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
94.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
94.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
94.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
94.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
93.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
93.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
93.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
93.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
93.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
93.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
92.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
92.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
92.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
92.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
92.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
91.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
91.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
91.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
90.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
90.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
90.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
90.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
90.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
90.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
90.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
90.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
89.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
89.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
88.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
88.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
87.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
86.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
86.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
86.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
86.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
86.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
85.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
85.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
85.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
84.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
84.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
84.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
84.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
83.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
82.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
82.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
82.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
81.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
81.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
80.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
80.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
80.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
79.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
79.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
79.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
79.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
78.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
78.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
78.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
78.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
77.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
77.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
77.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
77.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
77.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
77.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
77.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
76.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
76.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
76.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
75.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
75.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
74.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
74.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
74.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
74.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
73.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
73.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
73.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
73.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
72.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
72.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
72.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
72.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
72.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
71.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
71.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
70.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
70.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
70.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
70.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
70.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
70.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
69.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
69.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
69.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
69.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
69.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
68.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
68.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
68.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
68.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
68.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
67.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
67.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
67.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
67.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
66.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
66.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
66.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
66.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
66.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
66.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
66.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
66.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
65.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
65.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
65.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
65.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
65.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
65.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
64.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
64.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
64.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
64.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
63.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
63.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
63.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
63.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
62.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
62.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
61.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
61.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
60.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
59.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
59.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
59.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
58.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
58.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
58.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
58.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
58.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
57.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
56.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
56.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
56.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
56.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
55.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
55.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
55.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
55.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
54.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
54.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
54.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
54.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
54.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
53.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
53.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
53.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
53.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
52.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
52.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
51.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
51.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
50.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
50.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
50.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
50.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
48.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
48.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
48.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
46.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
46.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
45.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
45.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
43.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
43.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
41.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 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.
CDK2AP1 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
61.8
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
199.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
173.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
167.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
161.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
132.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
130.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
128.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
128.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
125.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
125.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
125.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
121.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
120.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
118.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
117.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
117.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
117.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
116.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
115.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
114.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
113.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
112.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
111.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
111.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
110.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
109.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
106.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
104.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
104.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
103.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
103.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
102.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
102.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
101.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
101.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
101.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
101.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
101.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
101.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
100.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
100.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
99.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
99.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
98.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
97.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
95.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
95.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
95.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
95.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
95.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
94.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
94.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
94.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
93.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
93.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
93.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
93.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
92.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
92.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
92.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
91.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
91.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
91.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
90.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
90.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
90.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
90.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
90.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
90.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
89.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
87.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
87.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
86.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
85.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
84.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
83.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
83.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
83.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
83.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
82.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
82.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
82.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
82.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
81.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
81.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
80.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
80.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
80.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
80.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
79.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
79.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
79.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
79.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
78.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
78.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
77.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
77.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
77.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
77.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
76.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
76.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
76.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
76.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
76.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
76.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
76.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
76.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
75.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
75.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
75.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
74.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
74.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
74.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
74.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
73.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
73.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
73.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
73.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
73.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
73.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
73.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
73.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
73.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
73.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
73.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
72.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
72.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
72.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
72.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
72.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
72.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
72.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
71.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
71.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
71.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
70.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
70.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
70.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
70.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
70.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
69.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
69.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
68.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
68.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
68.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
68.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
68.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
68.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
68.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
68.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
68.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
68.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
67.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
67.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
67.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
67.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
66.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
66.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
66.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
66.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
66.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
66.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
66.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
66.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
66.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
66.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
66.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
65.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
65.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
65.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
65.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
65.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
64.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
64.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
64.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
64.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
64.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
64.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
64.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
63.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
63.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
63.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
63.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
63.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
63.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
63.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
62.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
62.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
62.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
62.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
62.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
62.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
62.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
62.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
62.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
61.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
61.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
61.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
61.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
61.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
61.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
61.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
61.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
61.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
60.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
60.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
60.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
60.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
60.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
60.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
60.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
60.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
60.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
60.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
60.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
60.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
59.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
59.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
59.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
59.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
59.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
59.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
59.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
59.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
59.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
59.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
59.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
59.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
58.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
58.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
58.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
58.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
58.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
58.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
58.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
58.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
58.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
58.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
58.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
58.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
58.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
58.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
57.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
57.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
57.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
57.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
57.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
57.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
57.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
57.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
57.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
57.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
56.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
56.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
56.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
56.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
56.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
56.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
55.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
55.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
55.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
55.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
55.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
55.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
55.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
55.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
54.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
54.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
54.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
54.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
54.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
54.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
54.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
54.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
53.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
53.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
53.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
53.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
53.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
53.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
53.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
53.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
53.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
52.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
52.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
52.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
52.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
52.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
52.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
52.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
51.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
51.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
51.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
51.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
51.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
51.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
51.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
51.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
51.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
51.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
51.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
50.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
50.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
49.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
49.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
49.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
49.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
49.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
49.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
48.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
48.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
48.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
48.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
48.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
48.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
47.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
47.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
47.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
47.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
47.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
47.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
46.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
46.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
46.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
46.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
45.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
45.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
45.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
45.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
45.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
44.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
44.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
44.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
44.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
44.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
44.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
44.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
44.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
44.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
44.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
43.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
42.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
42.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
41.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
41.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
40.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
39.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
39.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
39.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
37.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDK2AP1 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
85.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
167.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
147.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
144.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
142.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
135.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
129.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
129.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
126.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
126.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
123.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
119.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
118.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
117.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
117.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
117.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
116.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
114.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
114.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
111.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
107.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
106.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
105.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
104.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
102.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
101.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
100.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
100.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
99.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
98.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
98.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
95.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
95.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
95.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
92.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
91.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
90.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
88.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
87.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
86.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
85.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
84.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
83.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
82.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
82.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
79.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
79.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
79.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
78.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
78.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
78.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
77.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
76.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
76.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
74.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
73.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
72.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
70.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
70.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
69.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
69.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
68.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
67.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
67.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
66.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
65.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
65.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
64.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
61.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
61.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
60.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
60.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
59.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
58.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
58.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
57.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
57.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
56.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
56.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
54.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
52.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
51.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
49.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
48.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
46.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
30.4
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.
CDK2AP1 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
56.9
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
233.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
132.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
132.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
117.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
113.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
102.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
101.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
95.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
94.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
93.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
91.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
89.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
89.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
88.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
87.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
85.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
85.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
85.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
84.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
81.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
81.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
80.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
80.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
79.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
78.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
78.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
78.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
77.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
77.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
76.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
76.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
75.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
74.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
73.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
72.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
72.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
71.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
71.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
70.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
70.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
69.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
69.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
69.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
68.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
68.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
66.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
66.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
65.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
65.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
65.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
65.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
65.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
65.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
65.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
65.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
65.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
64.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
64.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
64.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
64.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
63.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
63.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
63.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
63.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
63.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
62.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
62.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
62.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
62.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
62.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
61.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
61.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
60.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
60.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
60.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
60.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
60.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
59.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
59.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
58.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
58.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
58.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
58.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
58.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
58.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
58.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
58.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
57.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
57.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
57.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
57.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
57.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
57.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
57.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
56.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
56.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
56.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
56.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
55.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
55.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
55.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
54.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
54.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
54.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
54.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
53.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
53.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
53.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
52.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
52.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
52.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
52.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
52.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
52.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
51.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
51.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
51.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
51.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
51.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
51.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
50.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
50.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
50.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
48.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
47.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
47.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
47.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
46.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
46.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
46.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
46.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
46.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
46.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
45.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
45.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
44.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
44.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
43.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
43.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
43.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
42.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
41.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
40.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
40.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
40.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
39.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
39.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
33.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
29.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
