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.
MTURN 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 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.
MTURN 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
9.6
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
6.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
5.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
5.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
4.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
4.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
4.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
4.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
4.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
4.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
4.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
3.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
3.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
3.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
3.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
3.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
2.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
2.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
2.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.0
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.
MTURN 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
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.1
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.
MTURN 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
10.6
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
5.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
4.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
4.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
3.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
3.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
2.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
2.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
1.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
