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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.
CFAP126 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
CFAP126 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
64.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CFAP126 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
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.
CFAP126 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
16.4
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
