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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LUC7L2 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
29.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
47.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
47.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
43.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
42.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
40.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
39.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
39.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
37.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
37.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
36.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
32.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
LUC7L2 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
48.5
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
108.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
95.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
90.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
89.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
84.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
81.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
79.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
78.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
77.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
77.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
76.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
76.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
75.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
75.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
74.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
74.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
73.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
73.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
72.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
72.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
72.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
72.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
72.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
72.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
72.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
71.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
71.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
71.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
71.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
70.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
70.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
70.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
69.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
69.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
68.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
68.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
67.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
67.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
67.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
67.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
67.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
66.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
66.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
66.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
65.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
65.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
64.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
64.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
64.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
63.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
63.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
63.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
63.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
63.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
62.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
62.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
62.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
62.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
62.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
61.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
61.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
61.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
61.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
61.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
60.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
60.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
60.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
60.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
60.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
60.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
60.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
60.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
60.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
60.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
59.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
59.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
59.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
59.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
59.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
59.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
59.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
59.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
58.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
58.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
58.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
58.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
58.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
57.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
57.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
57.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
57.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
57.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
57.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
57.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
57.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
57.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
56.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
56.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
56.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
56.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
56.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
56.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
56.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
56.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
56.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
56.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
56.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
56.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
56.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
55.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
55.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
55.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
55.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
55.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
55.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
55.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
55.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
55.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
55.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
55.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
54.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
54.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
54.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
54.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
54.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
54.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
54.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
53.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
53.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
53.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
53.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
53.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
53.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
53.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
53.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
53.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
53.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
53.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
53.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
53.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
53.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
53.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
53.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
53.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
52.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
52.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
52.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
52.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
52.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
52.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
52.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
51.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
51.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
51.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
51.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
51.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
51.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
51.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
51.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
51.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
51.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
51.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
51.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
50.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
50.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
50.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
50.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
50.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
50.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
50.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
50.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
49.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
49.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
49.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
49.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
49.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
49.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
49.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
49.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
49.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
49.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
49.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
48.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
48.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
48.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
48.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
48.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
48.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
48.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
48.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
47.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
47.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
47.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
47.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
47.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
47.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
47.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
47.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
47.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
47.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
47.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
47.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
47.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
47.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
46.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
46.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
46.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
46.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
46.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
46.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
46.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
46.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
46.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
46.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
46.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
45.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
45.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
45.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
45.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
45.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
45.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
45.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
45.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
44.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
44.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
44.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
44.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
44.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
44.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
44.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
44.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
44.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
44.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
44.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
43.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
43.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
43.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
43.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
43.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
43.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
43.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
42.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
42.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
42.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
42.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
42.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
42.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
42.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
42.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
42.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
42.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
41.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
41.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
41.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
41.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
40.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
40.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
40.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
40.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
39.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
39.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
38.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
37.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
36.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
32.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
6.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LUC7L2 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
32.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
58.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
51.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
49.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
47.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
46.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
44.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
41.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
40.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
40.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
40.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
39.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
36.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
35.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
33.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
31.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
LUC7L2 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
48.0
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
97.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
86.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
83.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
74.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
73.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
72.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
71.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
70.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
70.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
69.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
69.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
67.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
66.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
65.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
65.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
64.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
64.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
64.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
63.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
62.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
61.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
61.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
60.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
60.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
60.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
60.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
60.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
60.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
60.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
59.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
59.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
59.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
58.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
58.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
58.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
58.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
58.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
57.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
57.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
57.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
57.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
57.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
57.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
56.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
56.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
56.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
56.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
56.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
56.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
56.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
56.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
56.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
56.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
56.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
55.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
55.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
55.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
55.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
55.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
55.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
54.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
54.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
53.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
53.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
53.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
53.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
52.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
52.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
52.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
51.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
51.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
51.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
51.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
51.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
51.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
50.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
50.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
50.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
50.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
50.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
50.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
50.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
50.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
50.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
50.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
50.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
49.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
49.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
49.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
49.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
49.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
48.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
48.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
48.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
47.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
47.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
46.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
46.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
46.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
45.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
45.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
45.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
45.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
44.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
44.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
44.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
44.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
44.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
44.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
43.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
43.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
43.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
43.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
42.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
41.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
41.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
41.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
41.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
41.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
41.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
40.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
40.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
39.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
38.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
29.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
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
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
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
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
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
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
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
4cdeecb5-19fb-493c-91f5-eb0efc_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
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_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
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_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
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_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
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
