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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.
GGCX 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
GGCX 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGCX 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
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGCX 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
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
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
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_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
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
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
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
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
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_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
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
