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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.
MDFIC 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
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
MDFIC 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
41.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
MDFIC 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
4.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
MDFIC 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
45.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
