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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.
TOP1MT is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
187.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
171.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
158.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
141.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
122.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
115.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
106.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
104.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
98.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
95.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
94.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
93.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
92.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
90.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
86.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
84.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
82.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
81.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
79.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
79.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
78.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
78.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
78.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
77.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
77.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
76.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
75.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
75.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
75.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
75.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
74.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
74.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
74.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
74.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
73.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
73.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
72.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
72.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
72.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
69.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
68.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
68.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
68.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
68.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
67.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
66.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
65.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
65.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
65.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
65.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
64.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
64.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
63.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
63.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
62.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
61.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
61.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
61.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
60.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
60.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
59.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
59.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
59.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
58.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
58.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
58.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
58.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
58.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
58.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
58.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
57.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
57.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
57.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
56.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
55.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
55.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
55.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
55.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
55.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
55.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
55.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
54.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
54.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
54.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
54.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
53.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
53.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
53.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
53.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
52.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
51.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
51.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
51.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
51.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
51.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
51.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
50.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
50.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
50.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
49.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
49.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
49.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
49.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
49.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
49.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
48.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
48.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
47.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
47.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
47.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
46.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
46.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
46.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
46.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
44.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
44.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
44.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
42.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
41.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
41.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
40.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
39.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
37.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
36.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
31.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TOP1MT is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.7
Number of samples
486
Samples
Sample
Description
TPM
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
109.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
90.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
86.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
84.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
76.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
71.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
71.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
70.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
68.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
68.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
66.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
66.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
65.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
64.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
62.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
60.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
59.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
58.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
58.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
58.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
57.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
56.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
56.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
55.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
54.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
54.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
53.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
53.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
52.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
52.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
51.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
51.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
51.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
51.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
51.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
51.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
50.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
50.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
50.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
49.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
49.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
48.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
48.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
48.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
47.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
47.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
47.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
47.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
47.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
46.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
46.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
46.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
46.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
45.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
44.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
43.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
43.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
42.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
42.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
41.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
39.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
39.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
39.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.4
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.
TOP1MT 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
51.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
220.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
127.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
114.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
113.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
101.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
100.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
95.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
90.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
88.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
87.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
79.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
74.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
73.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
71.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
68.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
67.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
67.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
66.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
66.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
65.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
65.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
65.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
62.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
62.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
62.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
59.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
58.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
58.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
58.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
56.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
55.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
54.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
53.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
49.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
49.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
47.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
47.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
46.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
46.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
45.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
45.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
44.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
42.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
41.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
41.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
41.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
41.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
41.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
40.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
40.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
36.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
35.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
27.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
TOP1MT 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
32.9
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
94.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
83.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
74.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
68.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
68.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
67.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
66.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
65.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
60.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
60.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
59.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
59.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
59.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
58.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
58.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
57.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
54.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
54.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
53.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
53.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
53.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
53.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
51.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
50.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
48.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
47.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
47.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
47.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
47.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
45.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
45.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
45.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
45.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
43.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
38.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
37.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
36.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
35.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
29.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
29.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
