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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.
ANO9 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
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
67.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
67.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
64.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
53.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
52.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
52.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
51.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
50.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
47.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
44.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
38.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
34.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
30.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
ANO9 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
27.9
Number of samples
486
Samples
Sample
Description
TPM
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
74.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
73.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
73.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
69.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
69.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
68.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
68.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
67.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
67.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
66.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
64.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
64.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
62.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
61.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
61.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
61.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
60.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
59.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
59.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
58.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
58.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
58.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
58.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
58.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
57.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
56.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
55.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
54.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
54.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
52.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
52.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
52.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
52.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
51.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
51.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
51.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
50.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
49.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
49.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
49.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
49.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
48.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
48.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
48.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
48.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
48.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
47.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
47.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
47.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
47.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
47.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
46.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
46.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
46.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
45.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
45.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
45.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
44.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
44.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
44.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
44.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
44.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
43.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
41.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
41.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
41.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
41.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
40.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
40.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
39.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
38.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
36.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.8
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.
ANO9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
61.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
47.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
45.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
45.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
44.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANO9 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
32.4
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
90.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
73.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
70.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
69.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
63.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
62.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
62.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
60.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
60.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
58.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
58.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
58.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
57.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
56.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
55.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
54.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
53.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
52.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
52.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
51.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
51.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
50.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
50.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
50.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
49.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
47.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
46.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
45.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
45.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
44.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
44.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
44.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
44.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
42.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
39.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
39.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
39.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
38.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
37.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
36.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
31.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.9
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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
