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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.
AFMID 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
24.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
58.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
58.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
52.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
52.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
52.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
49.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
46.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
42.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
41.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
39.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
37.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
36.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 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.
AFMID 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
74.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
74.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
65.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
65.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
50.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
50.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
49.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
48.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
47.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
46.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
46.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
43.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
42.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.9
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.
AFMID 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
22.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
42.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
39.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
36.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
34.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
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.
AFMID 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
25.8
Number of samples
207
Samples
Sample
Description
TPM
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
382.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
70.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
49.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
46.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
44.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
41.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
37.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
37.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.0
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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
