We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MFHAS1 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
11.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 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.
MFHAS1 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
20.9
Number of samples
486
Samples
Sample
Description
TPM
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
59.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
49.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
41.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
MFHAS1 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
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.
MFHAS1 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
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.0
Show allShow less
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
