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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.
RAB3D 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
14.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 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.
RAB3D 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
32.3
Number of samples
486
Samples
Sample
Description
TPM
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
94.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
86.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
84.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
84.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
79.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
76.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
74.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
72.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
71.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
70.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
68.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
68.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
68.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
66.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
65.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
65.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
63.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
63.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
63.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
62.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
62.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
59.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
58.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
58.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
58.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
57.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
57.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
56.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
56.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
55.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
55.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
54.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
54.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
54.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
54.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
52.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
51.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
51.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
50.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
49.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
49.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
49.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
49.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
48.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
48.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
47.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
46.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
46.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
45.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
44.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
43.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
43.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
42.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
42.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
42.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
42.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
41.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
40.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
RAB3D 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
13.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
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.
RAB3D 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
30.3
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
80.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
74.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
70.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
68.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
66.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
66.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
65.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
64.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
61.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
59.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
59.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
57.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
53.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
49.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
46.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
44.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
43.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
42.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
41.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
37.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
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Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
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Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.0
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Normal
0.0
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Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
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Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
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Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
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Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
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Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
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Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
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Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
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Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
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
