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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.
CHFR is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
CHFR is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
6.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
3.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
3.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
3.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
CHFR 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
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CHFR 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
17.8
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
