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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARMT1 is validated prognostic, high expression is favorable 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
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
ARMT1 is validated prognostic, high expression is favorable 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
ARMT1 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
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ARMT1 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
10.4
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
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
