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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.
ERRFI1 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
31.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
261.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
127.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
118.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
117.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
103.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
97.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
96.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
95.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
94.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
94.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
93.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
92.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
86.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
81.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
77.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
72.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
72.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
68.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
68.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
67.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
65.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
64.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
63.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
62.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
59.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
59.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
58.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
58.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
57.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
57.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
54.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
54.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
51.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
50.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
50.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
50.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
50.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
49.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
49.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
48.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
47.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
47.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
47.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
44.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
42.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
37.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
27.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
ERRFI1 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
59.2
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
461.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
396.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
313.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
281.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
277.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
235.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
224.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
205.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
185.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
181.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
179.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
161.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
151.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
145.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
144.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
143.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
142.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
142.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
141.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
140.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
138.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
135.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
134.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
132.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
130.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
130.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
129.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
129.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
126.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
126.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
126.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
124.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
123.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
122.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
121.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
120.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
120.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
119.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
118.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
117.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
115.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
113.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
113.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
113.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
111.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
110.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
108.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
108.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
108.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
107.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
106.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
106.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
105.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
105.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
105.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
105.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
104.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
103.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
103.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
102.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
102.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
100.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
99.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
97.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
97.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
96.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
96.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
96.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
95.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
94.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
94.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
94.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
93.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
93.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
92.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
92.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
92.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
92.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
92.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
92.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
92.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
91.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
90.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
90.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
89.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
89.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
89.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
89.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
88.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
88.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
87.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
86.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
85.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
85.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
85.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
85.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
84.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
84.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
83.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
81.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
81.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
81.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
80.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
80.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
79.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
79.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
79.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
78.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
78.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
77.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
77.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
77.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
77.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
76.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
76.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
75.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
75.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
74.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
74.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
74.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
73.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
73.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
73.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
73.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
73.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
73.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
73.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
72.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
72.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
72.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
72.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
71.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
70.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
70.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
69.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
69.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
69.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
69.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
68.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
68.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
68.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
68.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
67.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
67.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
66.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
66.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
66.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
65.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
65.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
65.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
64.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
64.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
64.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
63.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
63.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
63.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
63.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
62.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
62.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
62.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
62.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
61.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
61.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
61.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
61.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
60.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
60.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
60.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
59.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
58.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
58.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
58.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
58.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
58.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
57.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
57.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
57.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
57.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
56.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
56.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
56.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
56.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
56.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
55.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
55.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
55.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
55.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
55.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
55.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
55.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
55.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
55.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
55.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
54.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
54.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
54.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
54.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
54.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
53.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
53.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
52.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
52.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
51.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
51.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
51.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
51.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
50.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
50.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
49.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
49.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
49.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
49.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
48.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
48.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
48.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
48.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
48.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
48.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
47.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
47.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
47.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
47.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
46.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
45.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
45.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
44.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
44.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
44.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
44.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
43.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
43.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
42.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
41.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
41.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
40.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
39.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
38.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
34.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.9
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.
ERRFI1 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
26.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
82.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
77.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
69.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
60.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
57.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
56.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
53.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
50.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
43.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
40.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
34.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
31.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
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.
ERRFI1 is potential prognostic, high expression is favorable 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
44.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
175.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
160.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
150.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
128.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
122.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
109.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
106.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
105.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
104.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
101.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
98.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
96.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
93.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
91.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
90.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
89.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
88.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
87.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
84.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
83.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
81.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
80.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
79.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
78.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
75.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
74.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
71.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
70.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
70.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
67.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
65.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
63.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
63.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
63.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
61.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
61.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
60.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
60.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
60.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
59.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
59.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
59.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
59.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
59.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
58.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
58.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
58.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
58.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
57.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
57.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
57.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
56.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
56.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
56.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
55.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
55.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
55.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
55.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
53.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
52.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
52.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
51.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
48.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
47.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
47.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
47.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
44.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
44.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
43.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
43.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
42.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
37.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
37.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
30.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
29.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
