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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.
CEP350 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
6.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
43.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CEP350 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
76.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
52.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
51.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
47.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
46.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
44.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
44.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
CEP350 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
CEP350 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
26.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
34.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
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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
