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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.
PARL 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
47.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
93.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
91.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
89.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
88.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
88.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
88.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
85.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
84.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
77.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
76.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
75.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
75.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
74.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
73.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
71.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
71.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
70.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
70.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
69.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
69.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
69.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
69.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
68.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
68.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
66.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
66.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
65.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
64.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
64.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
64.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
64.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
64.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
62.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
62.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
62.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
62.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
62.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
61.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
61.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
60.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
60.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
60.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
60.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
60.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
59.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
59.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
59.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
58.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
58.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
57.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
57.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
57.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
56.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
56.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
56.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
55.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
55.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
55.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
55.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
54.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
54.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
54.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
53.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
53.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
53.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
53.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
53.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
53.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
53.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
52.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
52.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
52.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
51.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
51.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
51.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
50.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
50.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
50.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
50.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
50.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
50.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
49.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
49.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
49.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
49.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
49.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
49.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
48.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
48.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
48.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
48.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
47.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
47.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
47.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
47.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
46.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
46.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
46.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
46.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
46.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
46.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
46.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
46.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
46.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
45.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
45.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
45.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
45.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
45.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
44.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
44.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
44.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
44.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
44.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
44.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
44.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
44.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
44.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
43.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
43.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
43.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
43.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
43.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
43.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
42.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
42.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
41.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
41.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
41.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
40.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
40.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
39.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
39.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
39.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
38.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
38.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
38.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
38.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
36.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
36.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
35.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
35.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
33.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
32.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
PARL 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
26.0
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
76.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
56.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
41.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PARL 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
48.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
132.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
109.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
103.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
80.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
76.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
74.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
73.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
72.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
72.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
71.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
71.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
70.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
64.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
61.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
58.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
57.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
56.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
55.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
54.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
54.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
54.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
54.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
54.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
53.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
52.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
52.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
51.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
50.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
50.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
48.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
48.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
47.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
47.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
47.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
47.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
45.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
44.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
44.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
44.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
43.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
40.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
39.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
38.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
37.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
32.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 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.
PARL 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
23.3
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
44.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
2.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
2.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
2.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-1.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-1.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-2.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.