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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.
GIGYF1 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
13.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
42.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
GIGYF1 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
25.0
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
57.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
56.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
55.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
55.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
48.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
47.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
GIGYF1 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
13.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
GIGYF1 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
26.3
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
51.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
49.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
38.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
34.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
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
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
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
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
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
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
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
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
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
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
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
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
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
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
