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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.
FKBP3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
52.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
117.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
110.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
108.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
104.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
100.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
100.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
97.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
97.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
96.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
94.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
93.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
93.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
92.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
92.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
88.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
88.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
87.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
87.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
87.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
87.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
84.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
84.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
79.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
79.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
79.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
79.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
78.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
78.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
76.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
75.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
75.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
74.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
73.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
73.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
69.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
68.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
68.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
68.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
68.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
68.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
68.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
68.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
68.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
67.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
67.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
66.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
66.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
66.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
66.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
65.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
65.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
65.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
64.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
64.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
64.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
64.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
64.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
64.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
64.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
64.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
63.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
63.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
63.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
63.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
63.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
63.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
62.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
62.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
62.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
62.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
62.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
61.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
61.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
61.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
60.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
60.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
60.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
60.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
60.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
59.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
59.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
59.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
59.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
58.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
58.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
58.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
58.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
57.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
57.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
57.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
57.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
57.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
57.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
57.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
57.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
56.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
56.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
56.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
55.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
55.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
55.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
55.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
55.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
55.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
54.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
54.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
54.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
54.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
54.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
54.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
54.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
53.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
53.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
53.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
53.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
52.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
51.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
51.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
50.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
50.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
50.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
50.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
50.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
50.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
49.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
49.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
49.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
49.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
49.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
48.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
48.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
48.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
48.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
48.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
48.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
48.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
47.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
47.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
47.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
46.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
46.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
46.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
45.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
45.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
45.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
45.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
45.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
44.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
44.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
44.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
44.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
44.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
43.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
42.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
42.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
42.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
42.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
41.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
41.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
41.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
40.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
40.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
40.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
39.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
39.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
37.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
36.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
35.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
34.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
FKBP3 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
28.3
Number of samples
486
Samples
Sample
Description
TPM
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
54.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
50.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
49.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
48.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
44.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
44.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
43.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
41.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
36.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
FKBP3 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
51.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
99.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
94.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
87.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
85.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
84.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
81.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
80.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
76.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
75.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
74.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
74.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
71.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
68.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
68.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
67.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
66.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
66.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
66.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
65.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
64.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
64.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
62.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
62.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
62.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
60.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
59.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
59.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
58.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
57.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
56.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
56.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
56.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
54.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
54.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
54.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
53.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
53.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
51.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
50.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
49.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
49.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
49.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
48.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
48.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
48.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
47.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
46.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
46.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
46.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
45.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
45.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
44.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
44.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
43.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
41.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
40.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
39.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
34.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
33.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
33.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
27.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
FKBP3 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
23.5
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
48.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
48.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
44.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
39.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
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Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
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Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
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Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
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Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
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Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.3
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Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
