We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
LYRM1 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
27.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
94.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
84.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
79.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
78.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
71.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
67.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
63.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
62.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
57.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
55.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
50.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
50.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
49.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
47.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
46.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
44.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
44.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
43.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
42.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
42.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
41.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
40.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
40.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
39.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
38.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
38.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
37.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
37.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
36.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
36.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
34.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
34.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
34.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
LYRM1 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
25.2
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
111.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
81.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
80.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
74.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
73.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
70.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
67.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
64.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
64.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
64.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
60.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
59.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
59.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
58.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
57.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
57.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
55.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
54.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
52.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
51.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
50.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
50.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
49.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
49.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
46.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
45.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
45.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
44.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
44.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
42.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
41.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
39.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
38.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
LYRM1 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
29.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
74.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
72.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
71.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
63.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
57.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
55.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
52.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
48.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
45.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
45.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
43.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
41.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
40.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
40.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
37.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
LYRM1 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
67.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
52.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
46.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
43.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
42.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
41.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
40.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
