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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.
CCL15 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
37.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
197.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
165.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
137.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
121.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
120.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
118.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
104.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
95.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
94.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
92.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
89.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
87.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
82.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
81.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
81.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
79.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
78.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
76.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
75.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
75.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
72.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
72.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
70.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
69.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
68.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
68.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
67.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
67.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
66.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
65.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
63.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
62.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
62.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
61.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
61.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
60.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
59.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
58.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
58.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
58.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
57.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
57.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
56.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
55.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
55.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
55.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
54.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
54.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
53.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
53.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
53.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
52.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
52.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
52.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
52.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
52.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
51.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
51.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
50.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
50.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
50.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
49.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
48.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
48.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
48.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
46.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
45.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
44.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
44.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
44.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
44.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
44.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
44.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
43.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
43.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
43.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
42.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
42.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
42.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
41.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
40.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
40.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
40.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
39.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
38.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
37.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
36.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
33.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
33.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCL15 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
114.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
68.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
67.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
64.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
61.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
57.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
56.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
53.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
53.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
52.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
51.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
50.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
49.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
49.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
48.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
46.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
46.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
45.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
44.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
43.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
42.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
41.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
39.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
5.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
5.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
5.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
4.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
4.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
4.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
4.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
4.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
3.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
3.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
3.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
3.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
3.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
3.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
3.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
3.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
3.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
2.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
2.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
2.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
2.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
2.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
1.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
1.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
1.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
1.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
0.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
0.2
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.
CCL15 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
110.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
101.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
90.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
88.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
88.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
86.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
67.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
66.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
66.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
65.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
65.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
64.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
63.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
63.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
60.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
57.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
57.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
53.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
53.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
52.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
48.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
45.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
44.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
43.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
43.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
42.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
37.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
16.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
CCL15 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
74.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
46.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
45.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
5.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
4.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
3.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
2.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
1.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
1.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
1.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
2.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
1.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
1.1
82157a70-12f1-4913-b548-d98881_D2
Normal
1.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.9
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.5
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
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
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
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
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
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
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
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
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
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
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
bed27f66-ef3b-4868-b4ad-205018_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
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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
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
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
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
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
37219a7c-6fe2-4684-a494-d0be08_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.
The Human Protein Atlas project is funded
