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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.
CDKN2AIPNL 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
23.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
64.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
52.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
45.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
42.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
41.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
39.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
38.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 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.
CDKN2AIPNL 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
15.4
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
CDKN2AIPNL 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
22.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
47.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
45.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
40.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
37.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
34.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
29.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
CDKN2AIPNL 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
13.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
