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.
ZNF664 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
50.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
121.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
108.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
104.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
104.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
93.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
91.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
89.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
83.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
83.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
80.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
78.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
78.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
77.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
76.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
74.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
74.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
73.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
73.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
73.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
71.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
70.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
69.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
69.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
69.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
69.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
69.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
69.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
68.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
68.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
67.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
67.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
67.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
66.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
65.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
65.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
64.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
64.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
64.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
64.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
64.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
64.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
63.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
63.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
63.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
62.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
62.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
62.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
62.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
62.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
61.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
61.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
61.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
61.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
60.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
60.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
60.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
59.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
59.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
59.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
59.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
59.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
59.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
58.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
58.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
58.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
58.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
58.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
57.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
57.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
57.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
56.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
56.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
56.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
56.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
55.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
55.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
54.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
54.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
54.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
54.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
53.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
53.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
53.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
53.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
53.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
53.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
53.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
53.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
53.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
52.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
52.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
52.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
52.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
52.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
52.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
51.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
51.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
51.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
51.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
51.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
51.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
51.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
51.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
50.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
50.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
50.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
50.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
49.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
49.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
49.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
49.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
49.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
48.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
48.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
48.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
48.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
48.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
48.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
48.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
48.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
48.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
48.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
47.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
47.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
47.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
47.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
47.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
47.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
47.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
46.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
46.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
46.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
46.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
46.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
46.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
46.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
46.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
45.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
45.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
45.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
45.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
45.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
44.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
44.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
44.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
44.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
44.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
44.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
44.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
44.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
43.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
42.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
42.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
42.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
41.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
41.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
40.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
40.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
40.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
39.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
39.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
37.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
36.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
34.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
32.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
31.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ZNF664 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
82.7
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
178.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
157.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
149.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
144.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
143.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
140.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
139.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
138.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
138.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
135.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
133.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
133.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
131.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
129.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
129.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
128.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
127.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
126.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
125.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
124.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
124.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
123.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
123.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
122.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
122.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
122.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
122.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
122.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
121.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
121.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
121.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
120.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
119.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
118.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
116.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
116.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
116.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
116.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
116.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
115.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
115.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
114.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
114.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
113.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
113.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
113.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
113.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
112.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
112.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
112.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
112.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
111.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
110.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
110.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
109.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
109.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
109.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
108.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
108.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
107.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
106.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
105.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
105.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
105.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
105.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
105.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
105.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
104.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
104.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
104.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
104.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
104.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
104.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
104.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
103.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
103.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
103.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
103.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
103.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
103.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
102.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
102.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
102.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
102.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
102.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
102.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
102.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
102.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
101.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
101.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
100.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
100.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
99.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
99.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
99.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
99.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
99.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
99.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
99.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
99.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
99.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
99.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
98.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
98.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
98.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
98.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
97.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
97.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
97.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
97.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
97.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
96.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
96.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
96.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
96.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
95.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
95.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
95.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
95.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
95.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
95.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
94.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
94.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
94.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
94.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
94.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
94.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
94.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
93.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
93.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
93.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
93.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
93.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
92.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
92.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
92.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
92.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
92.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
92.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
92.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
92.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
91.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
91.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
91.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
91.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
91.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
91.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
91.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
91.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
91.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
91.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
91.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
91.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
91.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
90.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
90.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
90.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
90.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
90.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
90.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
90.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
89.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
89.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
89.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
89.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
89.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
89.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
89.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
89.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
88.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
88.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
88.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
88.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
88.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
88.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
88.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
88.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
88.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
87.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
87.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
87.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
87.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
87.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
87.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
87.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
87.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
86.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
86.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
86.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
86.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
86.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
86.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
85.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
85.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
85.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
85.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
85.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
85.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
84.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
84.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
84.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
84.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
84.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
84.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
84.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
83.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
83.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
83.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
83.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
83.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
82.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
82.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
82.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
82.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
82.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
82.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
82.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
82.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
82.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
81.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
81.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
81.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
81.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
81.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
81.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
81.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
81.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
80.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
80.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
80.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
80.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
80.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
80.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
80.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
80.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
80.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
80.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
80.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
79.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
79.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
79.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
79.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
79.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
79.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
79.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
79.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
79.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
79.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
79.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
78.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
78.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
78.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
78.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
78.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
78.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
78.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
78.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
78.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
78.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
78.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
78.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
77.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
77.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
77.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
77.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
77.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
77.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
77.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
77.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
77.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
77.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
77.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
77.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
77.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
77.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
76.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
76.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
76.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
76.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
76.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
76.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
76.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
76.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
76.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
76.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
76.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
76.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
76.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
76.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
75.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
75.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
75.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
75.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
75.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
75.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
75.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
75.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
75.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
75.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
75.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
75.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
75.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
74.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
74.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
74.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
74.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
74.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
74.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
74.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
74.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
74.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
74.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
74.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
74.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
73.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
73.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
73.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
73.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
73.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
73.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
72.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
72.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
72.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
72.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
72.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
72.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
71.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
71.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
71.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
71.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
71.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
71.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
71.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
71.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
71.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
71.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
70.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
70.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
70.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
70.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
70.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
70.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
70.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
70.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
70.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
69.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
69.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
69.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
69.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
69.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
69.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
69.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
69.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
69.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
69.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
68.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
68.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
68.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
68.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
68.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
68.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
68.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
68.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
67.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
67.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
67.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
67.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
67.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
67.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
67.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
67.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
67.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
67.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
67.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
66.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
66.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
66.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
66.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
66.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
66.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
66.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
66.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
65.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
65.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
65.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
65.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
65.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
65.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
65.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
65.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
64.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
64.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
64.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
64.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
64.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
64.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
63.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
63.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
63.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
63.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
63.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
63.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
63.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
62.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
62.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
62.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
62.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
61.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
61.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
61.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
61.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
61.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
61.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
61.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
61.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
60.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
60.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
60.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
60.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
60.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
60.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
60.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
60.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
59.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
59.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
59.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
59.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
59.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
59.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
59.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
59.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
59.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
59.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
58.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
58.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
58.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
58.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
58.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
58.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
57.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
57.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
57.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
57.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
57.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
57.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
57.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
57.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
56.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
56.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
56.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
56.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
55.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
55.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
55.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
55.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
55.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
54.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
54.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
54.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
53.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
53.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
52.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
52.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
51.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
51.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
51.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
51.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
51.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
51.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
51.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
49.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
49.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
49.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
46.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
46.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
45.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
44.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.4
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.
ZNF664 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
55.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
100.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
99.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
92.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
90.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
90.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
86.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
84.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
81.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
80.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
78.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
77.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
77.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
76.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
75.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
74.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
73.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
72.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
70.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
70.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
68.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
68.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
66.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
65.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
65.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
64.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
63.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
63.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
63.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
62.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
62.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
61.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
59.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
58.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
58.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
57.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
57.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
57.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
56.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
56.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
55.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
55.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
54.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
54.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
53.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
53.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
53.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
53.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
52.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
52.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
52.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
51.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
51.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
50.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
48.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
48.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
48.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
47.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
46.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
46.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
46.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
45.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
44.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
43.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
43.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
42.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
41.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
41.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
38.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
38.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
35.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
34.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF664 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
81.6
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
160.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
157.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
152.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
136.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
130.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
126.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
125.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
124.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
123.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
122.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
119.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
118.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
115.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
114.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
113.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
113.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
110.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
109.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
109.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
107.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
107.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
107.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
106.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
106.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
106.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
106.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
105.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
103.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
102.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
101.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
101.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
100.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
100.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
100.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
99.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
99.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
99.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
99.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
99.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
98.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
98.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
98.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
97.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
97.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
96.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
96.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
95.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
95.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
95.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
94.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
94.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
94.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
94.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
94.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
94.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
93.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
93.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
93.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
93.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
93.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
92.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
92.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
92.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
91.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
91.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
90.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
90.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
89.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
89.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
89.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
89.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
89.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
88.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
88.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
87.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
87.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
86.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
86.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
86.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
86.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
86.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
85.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
85.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
84.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
84.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
84.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
83.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
83.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
83.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
83.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
83.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
82.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
81.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
81.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
81.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
81.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
81.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
80.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
80.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
80.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
80.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
80.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
80.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
79.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
79.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
79.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
79.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
79.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
79.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
78.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
78.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
78.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
78.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
78.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
77.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
77.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
77.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
77.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
77.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
77.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
77.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
76.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
76.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
75.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
75.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
75.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
75.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
74.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
74.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
73.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
73.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
73.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
73.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
73.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
73.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
73.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
73.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
72.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
71.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
71.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
71.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
70.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
70.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
70.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
70.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
69.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
69.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
69.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
68.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
68.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
68.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
68.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
68.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
68.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
67.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
67.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
67.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
67.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
66.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
66.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
66.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
66.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
66.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
65.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
65.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
65.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
64.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
64.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
64.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
64.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
63.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
63.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
62.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
62.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
61.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
61.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
61.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
60.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
60.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
58.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
58.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
58.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
58.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
57.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
57.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
57.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
56.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
56.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
55.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
53.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
52.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
51.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
49.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
48.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
48.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
42.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
41.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
40.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
40.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
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.