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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.
RMND5A 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
15.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
RMND5A 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
28.6
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
61.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
60.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
58.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
56.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
54.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
54.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
48.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
48.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
46.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
45.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
40.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
39.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
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.
RMND5A 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
17.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RMND5A 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
28.5
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
57.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
46.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
46.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
45.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
44.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
42.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
40.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
40.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
39.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
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
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
