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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.
PHF19 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
37.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
87.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
86.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
80.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
80.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
78.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
73.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
72.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
70.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
66.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
66.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
65.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
65.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
65.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
65.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
64.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
63.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
63.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
60.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
59.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
59.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
57.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
57.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
57.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
57.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
56.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
56.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
55.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
54.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
53.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
53.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
52.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
52.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
51.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
51.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
50.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
50.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
50.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
48.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
48.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
48.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
48.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
48.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
48.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
47.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
46.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
46.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
46.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
46.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
45.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
45.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
45.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
45.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
45.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
44.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
44.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
43.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
43.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
43.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
43.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
43.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
42.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
42.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
40.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
39.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
38.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
38.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
37.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
36.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
36.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
36.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
36.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
34.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
33.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
32.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
30.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
PHF19 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
28.5
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
90.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
81.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
65.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
61.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
60.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
57.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
56.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
55.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
54.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
53.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
52.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
52.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
52.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
51.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
50.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
50.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
50.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
49.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
49.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
48.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
45.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
44.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
43.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
43.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
41.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
39.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
37.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
35.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHF19 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
37.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
90.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
88.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
80.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
68.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
63.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
62.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
59.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
58.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
55.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
53.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
52.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
52.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
51.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
51.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
49.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
49.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
47.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
46.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
46.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
44.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
41.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
39.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
36.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
36.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
36.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
36.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
34.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
PHF19 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
26.2
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
60.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
53.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
46.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
41.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
40.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
40.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
39.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
