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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.
CCL2 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
26.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
216.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
152.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
132.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
120.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
113.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
108.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
101.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
101.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
94.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
93.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
92.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
92.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
87.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
85.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
84.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
82.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
81.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
78.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
75.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
71.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
70.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
68.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
66.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
66.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
65.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
62.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
60.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
59.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
59.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
59.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
58.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
54.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
52.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
52.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
49.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
48.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
48.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
46.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
46.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
46.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
45.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
45.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
44.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
43.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
40.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
39.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
34.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
33.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
CCL2 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
49.4
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
337.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
320.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
288.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
241.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
212.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
204.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
198.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
187.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
185.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
183.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
176.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
171.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
165.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
156.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
155.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
155.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
149.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
147.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
144.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
140.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
136.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
134.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
132.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
129.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
127.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
122.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
116.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
114.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
114.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
113.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
113.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
113.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
112.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
111.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
109.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
108.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
108.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
106.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
105.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
105.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
103.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
103.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
103.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
102.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
98.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
98.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
98.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
97.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
96.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
95.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
95.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
95.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
92.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
92.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
91.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
91.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
91.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
90.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
89.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
89.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
89.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
87.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
86.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
86.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
85.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
83.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
82.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
82.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
82.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
82.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
82.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
82.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
81.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
81.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
80.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
80.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
80.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
80.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
80.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
79.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
79.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
79.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
78.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
77.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
77.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
76.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
76.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
75.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
75.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
74.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
73.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
73.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
73.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
72.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
72.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
71.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
71.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
71.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
71.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
71.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
70.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
70.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
69.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
69.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
69.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
69.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
68.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
67.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
67.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
67.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
67.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
67.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
66.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
66.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
66.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
65.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
65.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
64.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
64.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
64.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
64.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
64.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
63.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
63.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
63.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
63.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
63.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
63.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
63.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
63.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
62.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
62.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
62.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
61.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
61.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
61.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
61.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
60.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
60.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
60.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
60.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
60.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
60.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
59.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
59.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
58.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
58.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
58.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
58.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
58.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
58.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
57.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
57.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
57.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
57.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
56.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
56.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
56.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
56.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
56.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
56.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
55.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
55.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
55.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
55.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
55.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
54.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
54.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
54.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
54.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
54.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
53.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
53.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
53.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
53.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
52.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
51.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
51.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
50.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
50.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
49.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
49.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
49.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
48.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
48.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
48.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
48.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
48.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
48.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
47.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
46.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
45.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
45.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
44.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
44.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
44.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
44.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
44.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
44.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
43.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
42.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
41.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
41.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
35.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
34.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.0
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.
CCL2 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
31.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
172.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
148.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
117.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
116.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
96.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
94.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
86.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
78.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
72.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
67.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
67.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
66.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
62.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
60.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
60.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
46.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
46.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
42.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
CCL2 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
57.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
855.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
243.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
221.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
211.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
204.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
194.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
189.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
184.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
172.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
171.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
168.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
165.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
163.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
162.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
146.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
143.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
142.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
137.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
129.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
110.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
109.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
108.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
100.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
100.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
96.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
96.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
94.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
91.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
90.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
90.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
89.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
88.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
88.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
88.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
84.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
84.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
82.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
81.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
81.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
80.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
79.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
77.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
77.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
76.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
76.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
76.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
75.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
72.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
71.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
69.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
69.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
69.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
68.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
68.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
67.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
67.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
66.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
66.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
64.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
62.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
60.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
59.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
59.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
59.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
59.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
58.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
57.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
57.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
56.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
56.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
55.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
53.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
53.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
52.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
52.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
50.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
49.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
47.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
47.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
46.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
45.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
45.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
44.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
43.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
43.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
42.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
41.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
40.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
38.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
37.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
36.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
