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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.
CFAP97 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
CFAP97 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
30.0
Number of samples
486
Samples
Sample
Description
TPM
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
60.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
58.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
54.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
51.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
51.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
51.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
50.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
50.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
49.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
46.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
45.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
45.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
45.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
44.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
43.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
41.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
41.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
40.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
36.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
35.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
35.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
CFAP97 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
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.
CFAP97 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
28.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
59.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
47.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
45.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
40.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
40.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
38.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
38.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
37.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1c070992-647b-4173-a481-904c4d_D2
Normal
1.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
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
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
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
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
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
6e20c8e9-ab75-4996-9296-445b00_D2
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
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
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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
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
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
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
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
bed27f66-ef3b-4868-b4ad-205018_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
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
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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
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
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
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
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
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
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
37219a7c-6fe2-4684-a494-d0be08_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
