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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF7 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
78.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
146.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
133.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
130.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
128.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
127.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
124.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
118.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
118.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
116.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
113.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
113.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
109.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
109.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
107.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
106.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
106.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
102.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
101.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
101.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
100.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
100.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
100.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
100.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
99.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
99.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
99.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
99.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
98.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
98.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
96.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
96.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
96.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
96.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
96.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
95.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
95.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
95.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
94.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
94.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
93.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
93.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
93.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
93.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
93.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
93.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
92.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
92.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
92.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
92.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
92.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
92.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
91.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
91.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
91.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
91.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
91.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
91.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
90.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
90.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
90.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
89.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
89.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
89.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
89.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
89.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
89.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
89.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
89.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
88.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
88.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
87.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
87.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
87.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
87.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
87.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
86.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
86.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
86.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
86.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
86.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
85.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
85.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
85.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
85.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
84.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
84.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
84.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
84.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
84.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
84.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
84.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
84.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
84.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
83.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
83.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
82.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
82.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
82.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
82.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
82.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
82.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
82.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
82.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
81.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
81.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
81.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
81.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
81.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
81.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
80.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
80.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
80.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
80.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
80.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
79.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
79.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
79.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
79.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
79.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
79.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
78.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
78.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
78.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
78.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
78.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
78.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
78.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
77.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
77.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
77.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
76.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
76.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
76.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
76.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
76.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
75.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
75.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
75.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
75.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
75.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
75.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
75.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
75.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
75.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
74.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
74.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
74.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
74.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
74.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
74.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
74.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
74.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
74.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
73.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
73.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
73.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
73.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
72.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
72.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
72.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
72.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
72.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
72.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
72.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
72.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
71.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
71.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
71.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
71.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
71.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
71.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
71.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
71.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
70.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
70.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
70.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
70.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
70.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
70.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
70.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
69.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
69.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
69.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
68.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
68.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
68.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
68.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
68.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
68.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
68.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
68.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
67.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
67.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
67.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
67.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
66.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
66.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
66.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
66.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
65.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
65.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
65.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
65.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
65.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
64.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
63.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
63.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
63.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
63.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
62.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
61.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
61.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
61.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
61.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
60.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
60.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
60.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
59.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
59.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
59.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
59.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
59.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
58.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
57.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
57.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
56.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
56.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
56.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
56.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
56.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
56.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
55.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
54.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
54.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
54.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
54.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
52.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
52.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
51.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
51.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
50.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
47.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
47.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
45.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
44.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
43.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
43.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF7 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
38.1
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
70.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
66.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
65.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
63.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
61.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
61.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
61.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
60.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
58.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
57.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
56.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
56.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
56.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
56.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
54.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
54.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
54.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
54.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
53.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
53.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
53.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
52.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
52.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
52.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
51.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
51.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
51.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
51.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
50.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
50.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
50.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
50.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
50.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
49.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
49.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
49.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
49.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
49.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
49.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
48.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
48.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
47.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
47.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
47.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
47.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
47.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
47.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
46.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
46.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
46.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
45.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
45.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
45.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
45.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
45.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
44.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
44.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
44.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
43.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
43.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
43.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
42.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
42.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
42.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
42.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
42.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
42.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
41.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
41.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
41.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
40.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
39.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
39.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
38.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
37.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
RNF7 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
78.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
146.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
130.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
128.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
128.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
114.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
109.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
109.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
103.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
102.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
102.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
101.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
101.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
96.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
96.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
95.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
94.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
92.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
92.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
91.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
91.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
91.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
90.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
87.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
86.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
86.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
86.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
85.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
85.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
84.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
84.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
82.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
81.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
81.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
81.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
79.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
79.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
79.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
78.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
78.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
78.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
77.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
77.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
76.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
75.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
74.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
74.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
74.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
73.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
73.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
73.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
73.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
73.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
72.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
72.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
72.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
72.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
72.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
70.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
69.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
68.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
68.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
68.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
66.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
66.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
66.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
65.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
64.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
64.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
63.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
63.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
63.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
62.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
61.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
60.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
60.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
59.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
58.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
57.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
57.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
57.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
56.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
55.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
53.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
52.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
49.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
43.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
38.6
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.
RNF7 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
32.8
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
55.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
55.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
51.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
50.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
49.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
49.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
47.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
46.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
42.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
42.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
42.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
40.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
40.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
38.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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.