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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.
STARD13 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
5.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
STARD13 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
13.7
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
65.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
58.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
53.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
43.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
5.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
STARD13 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
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.
STARD13 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
84.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
1.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-1.3
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
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
8fab37a4-cdf9-4ce8-9081-7b9148_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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
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
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
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
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
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
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
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
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
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_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
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
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_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
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
e14c2cbe-eca0-4745-97f6-8f27bd_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
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
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
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
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
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
695b0b00-a86b-43c0-a6c8-50a840_D3
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
