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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.
INAVA is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
134.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
124.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
104.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
101.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
98.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
96.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
92.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
87.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
84.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
83.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
82.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
80.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
80.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
75.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
75.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
74.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
72.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
72.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
71.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
70.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
70.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
68.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
68.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
68.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
65.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
64.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
64.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
64.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
62.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
61.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
60.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
60.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
59.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
59.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
59.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
59.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
58.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
58.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
58.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
57.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
57.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
57.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
55.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
54.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
54.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
54.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
53.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
52.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
51.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
51.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
50.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
49.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
49.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
49.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
49.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
49.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
48.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
48.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
48.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
47.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
46.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
46.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
45.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
45.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
45.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
45.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
44.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
44.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
44.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
43.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
43.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
43.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
42.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
42.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
42.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
40.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
40.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
40.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
39.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
39.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
38.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
37.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
36.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
32.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
INAVA 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
46.1
Number of samples
486
Samples
Sample
Description
TPM
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
137.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
119.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
112.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
96.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
95.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
94.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
94.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
93.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
88.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
87.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
85.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
85.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
85.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
85.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
83.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
82.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
82.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
81.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
80.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
79.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
78.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
78.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
78.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
78.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
77.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
76.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
76.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
75.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
74.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
74.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
74.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
74.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
73.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
73.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
72.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
71.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
71.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
71.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
71.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
70.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
70.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
70.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
69.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
69.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
69.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
68.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
68.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
67.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
67.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
67.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
65.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
65.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
65.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
64.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
64.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
64.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
64.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
64.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
64.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
63.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
63.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
63.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
63.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
63.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
63.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
63.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
63.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
62.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
62.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
62.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
62.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
62.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
62.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
61.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
61.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
61.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
61.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
61.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
61.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
60.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
60.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
60.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
60.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
59.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
59.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
59.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
59.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
59.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
59.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
59.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
58.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
58.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
58.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
58.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
58.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
58.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
58.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
58.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
57.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
57.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
57.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
57.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
57.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
57.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
57.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
57.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
56.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
56.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
56.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
56.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
56.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
56.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
56.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
56.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
55.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
55.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
55.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
54.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
54.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
54.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
54.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
54.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
54.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
54.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
54.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
54.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
54.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
54.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
54.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
54.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
53.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
53.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
53.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
53.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
53.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
53.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
53.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
52.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
52.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
52.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
52.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
52.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
52.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
52.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
52.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
52.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
52.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
52.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
52.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
52.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
52.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
52.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
52.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
52.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
51.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
51.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
51.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
51.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
51.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
51.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
51.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
51.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
51.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
51.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
51.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
51.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
50.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
50.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
50.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
50.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
50.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
50.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
49.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
49.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
49.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
49.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
49.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
49.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
48.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
48.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
48.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
48.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
47.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
47.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
47.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
47.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
47.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
47.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
47.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
47.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
46.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
46.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
46.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
46.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
46.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
46.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
46.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
46.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
46.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
46.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
45.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
45.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
45.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
45.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
44.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
44.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
44.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
44.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
44.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
43.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
43.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
43.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
42.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
42.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
42.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
41.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
40.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
40.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
39.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
37.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
37.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
37.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
33.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
INAVA 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
37.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
125.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
95.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
88.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
81.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
71.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
63.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
62.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
58.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
56.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
55.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
54.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
50.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
48.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
48.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
48.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
47.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
47.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
46.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
46.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
45.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
45.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
44.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
44.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
44.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
42.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
42.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
40.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
38.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
38.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
36.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INAVA 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
40.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
133.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
100.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
96.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
92.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
85.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
71.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
71.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
69.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
67.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
65.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
65.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
64.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
63.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
62.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
62.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
61.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
60.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
59.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
59.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
56.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
56.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
55.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
55.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
55.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
54.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
54.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
54.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
53.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
53.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
52.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
52.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
52.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
51.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
51.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
51.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
51.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
50.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
50.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
50.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
50.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
50.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
49.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
49.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
49.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
48.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
48.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
48.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
48.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
48.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
48.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
48.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
48.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
47.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
46.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
46.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
44.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
44.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
44.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
44.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
43.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
43.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
43.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
42.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
42.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
41.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
41.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
41.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
40.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
40.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
40.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
39.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
39.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
39.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
37.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
