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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.
NOL7 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
34.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
67.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
64.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
63.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
62.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
62.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
58.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
57.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
55.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
53.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
53.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
51.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
51.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
49.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
48.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
47.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
47.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
46.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
46.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
45.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
45.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
44.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
44.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
44.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
43.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
43.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
43.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
43.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
41.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
40.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
40.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
40.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
40.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
39.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
38.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
37.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
37.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
37.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
36.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
34.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
34.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
33.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
33.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
NOL7 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
43.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOL7 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
33.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
70.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
57.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
57.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
56.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
53.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
47.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
45.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
44.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
40.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
38.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
37.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
36.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
16.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
NOL7 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
22.8
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
53.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
46.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.9
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.9
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
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
