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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.
MTHFR 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
MTHFR 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
59.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
50.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
46.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTHFR is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.7
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.
MTHFR 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
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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
