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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.
ATPAF1 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
34.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
88.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
81.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
78.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
76.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
75.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
68.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
68.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
67.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
66.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
63.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
62.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
59.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
57.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
56.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
56.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
55.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
54.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
53.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
53.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
53.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
53.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
53.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
53.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
51.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
50.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
49.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
49.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
48.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
47.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
45.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
45.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
45.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
45.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
44.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
43.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
43.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
43.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
43.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
42.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
41.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
41.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
41.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
41.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
40.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
40.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
40.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
39.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
38.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
36.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
36.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
ATPAF1 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
35.9
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
160.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
92.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
81.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
76.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
72.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
68.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
67.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
66.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
65.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
61.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
61.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
61.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
57.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
57.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
55.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
54.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
54.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
54.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
53.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
53.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
53.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
53.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
53.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
51.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
51.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
50.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
50.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
50.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
50.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
50.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
50.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
49.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
49.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
49.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
49.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
49.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
48.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
48.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
48.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
48.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
47.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
47.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
47.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
47.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
47.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
47.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
47.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
46.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
45.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
45.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
44.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
44.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
43.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
43.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
43.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
43.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
43.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
43.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
42.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
42.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
40.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
40.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
40.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
39.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
38.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
37.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
37.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ATPAF1 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
33.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
57.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
53.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
51.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
51.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
50.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
50.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
49.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
46.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
46.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
46.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
43.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
43.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
43.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
42.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
38.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
38.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
37.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
37.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
36.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
34.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
32.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
ATPAF1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.4
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
70.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
62.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
54.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
53.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
52.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
52.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
52.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
50.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
49.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
49.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
47.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
45.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
44.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
44.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
43.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
42.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
41.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
41.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
39.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
37.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
36.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
35.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
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.