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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.
SMIM7 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
71.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
67.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
65.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
61.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
59.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
58.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
58.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
57.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
55.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
54.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
54.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
53.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
51.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
51.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
51.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
50.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
50.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
50.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
49.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
49.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
49.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
49.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
49.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
48.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
48.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
48.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
48.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
48.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
48.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
47.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
47.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
47.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
47.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
47.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
47.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
46.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
46.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
46.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
46.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
46.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
45.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
45.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
44.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
44.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
44.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
44.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
44.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
43.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
43.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
43.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
42.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
42.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
42.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
42.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
42.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
41.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
41.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
41.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
41.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
40.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
40.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
40.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
40.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
39.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
39.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
38.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
38.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
38.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
38.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
37.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
37.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
37.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
36.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
36.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
36.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
35.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
35.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
34.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
33.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
33.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
30.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
SMIM7 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
21.1
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
63.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMIM7 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
66.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
63.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
57.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
54.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
51.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
51.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
50.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
48.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
48.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
48.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
47.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
46.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
45.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
45.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
44.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
43.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
42.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
41.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
41.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
40.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
40.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
40.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
40.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
38.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
38.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
37.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
36.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
35.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
34.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.1
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.
SMIM7 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.4
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
