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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.
STARD4 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
91.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
STARD4 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
56.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
46.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.3
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.
STARD4 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STARD4 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
