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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.
R3HCC1 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
21.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
47.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
45.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
43.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
40.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
39.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
35.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
33.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
31.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
30.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
R3HCC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
R3HCC1 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
39.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
R3HCC1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
963fc8db-f412-4427-a198-23f660_D2
Normal
1.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.8
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
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
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
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
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_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
411d9597-c785-4de5-b449-29a80d_D2
Normal
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
4b263734-430f-41dc-a296-8691f0_D3
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
2f8b02e4-1848-4abc-a95e-dd9eb5_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
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
