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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.
ARFIP1 is potential 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
20.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
56.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
48.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
46.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ARFIP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.8
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
57.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
46.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
45.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
44.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
44.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
35.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ARFIP1 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
21.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARFIP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.2
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
70.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
51.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
42.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
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
