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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFAND1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
130.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
105.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
102.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
89.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
87.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
86.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
80.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
77.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
76.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
76.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
76.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
74.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
72.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
72.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
71.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
71.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
68.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
65.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
65.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
65.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
63.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
62.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
62.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
62.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
60.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
59.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
59.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
58.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
57.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
57.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
56.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
56.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
55.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
55.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
55.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
55.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
54.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
54.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
53.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
52.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
51.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
51.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
50.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
50.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
49.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
49.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
48.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
48.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
48.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
48.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
48.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
46.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
45.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
45.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
45.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
45.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
43.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
43.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
42.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
42.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
42.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
41.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
41.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
40.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
39.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
39.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
39.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
38.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
38.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
37.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
35.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
34.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
34.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ZFAND1 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
29.1
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
78.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
74.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
72.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
68.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
67.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
67.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
66.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
63.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
60.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
60.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
60.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
60.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
59.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
57.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
57.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
55.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
53.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
52.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
52.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
52.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
51.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
50.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
50.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
49.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
47.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
47.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
47.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
46.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
46.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
45.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
45.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
45.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
43.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
43.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
43.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
36.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
34.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
ZFAND1 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
40.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
114.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
90.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
82.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
80.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
60.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
59.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
59.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
59.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
58.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
58.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
57.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
56.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
55.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
55.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
53.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
52.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
52.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
52.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
51.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
51.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
50.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
50.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
49.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
47.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
47.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
47.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
46.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
44.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
42.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
41.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
40.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
39.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
36.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.4
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.
ZFAND1 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
26.0
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
122.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
96.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
56.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
53.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
49.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
48.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
45.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
44.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
43.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
42.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
