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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.
FAM102B 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
9.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM102B 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
15.9
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
FAM102B 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
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.
FAM102B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
