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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.
FGD6 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
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FGD6 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
486
Samples
Sample
Description
TPM
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
69.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
65.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
63.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
57.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
FGD6 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
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FGD6 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
85.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
49.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
