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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.
TMEM165 is potential prognostic, high expression is favorable 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
48.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
146.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
124.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
107.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
101.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
98.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
91.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
91.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
87.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
86.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
84.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
82.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
81.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
80.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
80.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
80.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
80.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
76.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
75.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
75.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
74.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
71.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
70.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
70.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
70.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
69.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
68.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
67.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
67.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
66.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
66.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
66.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
66.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
66.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
65.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
64.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
64.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
64.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
64.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
64.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
63.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
62.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
62.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
61.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
61.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
59.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
59.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
59.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
59.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
59.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
58.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
58.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
58.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
58.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
58.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
57.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
57.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
56.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
56.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
55.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
55.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
55.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
55.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
55.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
55.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
54.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
54.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
54.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
54.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
53.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
53.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
53.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
53.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
52.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
52.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
52.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
52.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
52.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
52.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
52.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
51.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
51.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
51.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
51.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
51.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
51.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
51.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
50.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
50.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
50.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
50.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
50.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
50.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
50.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
50.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
49.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
49.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
49.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
49.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
49.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
48.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
48.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
48.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
48.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
48.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
48.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
47.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
47.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
47.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
47.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
47.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
47.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
46.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
46.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
46.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
46.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
45.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
45.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
45.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
45.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
45.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
45.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
45.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
45.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
45.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
45.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
44.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
44.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
43.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
43.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
43.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
43.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
43.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
43.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
42.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
42.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
41.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
41.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
40.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
40.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
40.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
39.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
39.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
38.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
38.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
38.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
37.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
36.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
36.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
35.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
33.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
32.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
30.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
28.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 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.
TMEM165 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
32.2
Number of samples
486
Samples
Sample
Description
TPM
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
75.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
74.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
69.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
66.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
64.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
59.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
58.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
57.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
57.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
56.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
54.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
54.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
53.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
52.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
52.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
52.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
51.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
51.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
51.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
51.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
50.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
50.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
50.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
49.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
49.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
49.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
48.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
48.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
47.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
46.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
46.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
46.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
45.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
44.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
44.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
44.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
44.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
44.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
43.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
43.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
43.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
43.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
42.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
41.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
40.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM165 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
47.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
121.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
116.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
115.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
109.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
88.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
84.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
78.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
67.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
62.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
61.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
60.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
60.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
59.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
59.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
59.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
59.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
58.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
58.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
56.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
55.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
54.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
54.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
54.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
53.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
53.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
53.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
52.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
52.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
52.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
51.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
50.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
50.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
50.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
49.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
49.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
49.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
49.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
48.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
48.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
48.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
48.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
47.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
46.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
45.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
45.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
44.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
44.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
43.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
40.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
39.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
36.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
36.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.5
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.
TMEM165 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
28.2
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
58.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
55.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
47.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
47.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
44.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.8
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.4
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
