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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.
RPA3 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
52.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
152.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
150.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
136.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
109.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
108.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
99.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
96.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
95.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
94.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
92.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
91.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
89.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
87.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
86.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
86.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
86.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
84.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
83.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
82.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
81.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
79.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
78.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
78.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
77.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
77.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
76.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
76.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
75.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
75.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
74.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
74.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
74.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
73.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
72.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
72.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
71.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
71.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
71.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
71.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
70.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
70.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
69.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
69.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
68.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
68.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
68.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
67.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
67.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
67.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
67.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
67.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
66.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
66.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
66.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
64.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
64.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
64.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
64.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
64.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
63.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
63.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
63.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
63.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
63.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
63.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
63.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
62.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
62.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
62.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
62.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
61.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
60.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
59.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
59.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
59.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
58.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
58.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
58.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
58.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
58.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
58.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
58.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
58.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
58.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
57.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
57.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
57.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
57.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
56.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
56.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
56.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
56.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
56.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
55.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
55.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
55.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
54.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
54.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
54.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
54.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
53.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
53.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
53.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
53.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
53.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
52.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
52.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
52.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
52.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
52.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
52.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
51.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
51.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
51.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
51.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
51.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
51.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
51.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
51.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
50.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
50.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
50.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
50.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
49.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
49.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
49.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
48.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
48.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
48.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
48.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
48.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
48.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
47.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
47.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
46.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
46.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
46.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
46.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
46.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
45.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
45.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
45.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
44.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
44.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
44.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
44.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
44.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
44.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
44.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
44.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
43.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
43.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
42.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
42.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
41.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
40.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
40.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
40.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
39.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
38.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
38.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
37.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
37.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
36.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
35.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
33.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
28.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
RPA3 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
18.7
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
65.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
37.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
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.
RPA3 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
57.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
163.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
142.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
139.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
123.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
123.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
102.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
102.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
100.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
96.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
90.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
84.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
80.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
78.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
77.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
76.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
75.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
74.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
73.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
72.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
70.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
69.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
69.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
67.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
67.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
64.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
63.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
62.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
60.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
59.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
58.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
58.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
57.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
57.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
56.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
56.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
55.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
53.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
53.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
52.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
52.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
52.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
51.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
51.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
51.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
50.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
50.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
49.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
49.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
49.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
48.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
48.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
45.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
45.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
43.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
43.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
42.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
41.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
40.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
38.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
38.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
38.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
37.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RPA3 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
43.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
40.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
