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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.
MGAT4A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
73.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
51.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
49.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
MGAT4A 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
22.1
Number of samples
486
Samples
Sample
Description
TPM
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
83.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
79.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
65.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
63.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
61.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
52.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
52.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
51.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
47.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
47.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
46.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
44.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
MGAT4A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MGAT4A 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
