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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.
OSER1 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
38.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
112.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
112.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
106.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
99.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
94.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
93.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
90.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
88.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
87.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
85.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
85.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
83.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
80.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
78.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
78.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
76.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
75.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
72.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
72.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
71.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
69.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
69.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
69.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
67.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
66.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
66.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
65.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
63.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
62.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
62.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
60.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
59.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
59.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
58.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
58.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
56.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
56.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
56.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
56.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
55.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
55.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
54.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
54.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
54.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
54.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
53.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
53.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
53.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
53.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
53.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
53.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
52.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
52.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
52.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
51.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
51.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
50.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
50.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
50.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
49.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
49.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
49.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
49.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
49.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
49.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
49.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
48.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
47.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
47.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
47.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
45.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
45.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
44.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
43.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
43.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
42.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
42.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
40.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
39.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
37.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
37.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
37.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
35.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
33.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
30.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 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.
OSER1 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
31.8
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
95.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
92.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
90.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
89.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
84.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
81.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
80.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
80.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
76.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
74.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
74.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
73.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
71.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
69.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
69.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
68.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
67.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
66.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
64.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
63.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
61.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
61.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
60.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
60.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
59.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
58.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
58.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
58.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
57.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
57.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
57.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
56.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
56.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
56.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
56.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
56.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
55.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
55.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
54.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
52.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
52.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
52.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
52.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
52.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
52.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
51.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
51.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
50.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
50.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
50.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
49.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
49.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
49.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
49.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
48.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
48.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
48.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
47.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
47.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
47.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
46.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
46.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
46.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
44.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
43.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
43.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
42.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
42.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
42.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
40.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
40.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
40.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
39.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
39.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
36.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OSER1 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
43.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
112.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
108.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
93.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
87.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
74.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
68.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
68.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
67.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
66.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
66.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
66.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
65.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
62.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
61.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
61.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
59.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
59.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
58.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
57.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
56.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
56.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
56.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
56.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
55.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
55.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
55.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
53.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
53.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
53.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
53.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
52.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
52.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
51.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
49.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
48.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
40.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
39.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
38.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
36.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
35.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
31.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
OSER1 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
35.1
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
123.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
121.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
92.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
90.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
84.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
79.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
79.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
75.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
73.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
72.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
69.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
66.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
62.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
62.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
61.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
61.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
60.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
60.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
58.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
56.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
56.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
55.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
55.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
53.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
52.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
52.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
52.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
51.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
51.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
50.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
49.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
48.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
48.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
47.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
46.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
46.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
44.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
44.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
43.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
42.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
41.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
40.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
39.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
35.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
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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
