We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CXCL3 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
40.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
502.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
248.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
237.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
210.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
202.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
174.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
159.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
154.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
143.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
138.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
136.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
128.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
126.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
122.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
121.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
121.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
113.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
113.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
113.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
108.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
106.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
102.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
101.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
101.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
101.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
101.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
96.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
95.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
93.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
88.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
87.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
86.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
86.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
84.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
81.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
79.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
77.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
77.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
76.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
76.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
75.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
75.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
74.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
71.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
70.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
69.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
68.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
67.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
66.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
62.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
61.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
60.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
59.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
58.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
57.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
56.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
55.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
54.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
54.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
52.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
52.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
50.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
50.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
49.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
49.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
49.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
47.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
46.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
44.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
43.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
35.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
34.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
34.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
33.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
CXCL3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.0
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
427.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
214.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
171.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
127.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
121.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
116.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
107.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
105.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
104.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
102.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
99.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
97.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
94.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
93.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
92.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
91.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
90.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
89.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
85.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
85.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
85.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
81.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
80.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
78.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
77.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
76.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
74.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
72.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
71.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
70.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
69.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
68.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
68.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
67.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
67.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
66.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
65.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
64.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
63.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
63.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
62.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
61.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
61.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
61.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
60.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
59.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
57.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
57.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
57.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
57.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
55.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
55.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
54.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
53.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
53.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
53.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
52.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
51.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
51.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
51.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
49.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
49.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
47.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
47.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
44.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
44.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
43.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
43.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
5.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
5.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
4.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
4.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
4.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
3.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
3.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
3.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
3.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
3.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
3.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
3.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
3.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
3.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
2.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
2.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
2.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
1.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
1.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CXCL3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
140.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
132.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
109.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
108.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
101.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
88.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
87.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
83.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
77.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
73.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
67.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
67.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
65.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
63.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
61.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
60.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
56.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
55.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
54.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
53.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
51.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
CXCL3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.5
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
204.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
154.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
128.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
81.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
75.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
73.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
68.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
68.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
65.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
65.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
64.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
60.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
60.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
60.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
59.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
58.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
57.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
55.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
55.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
54.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
51.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
49.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
48.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
46.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
46.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
41.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
40.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
40.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
39.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
