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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.
MFSD11 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
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
MFSD11 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
18.4
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
58.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
MFSD11 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MFSD11 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
17.2
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
