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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.
GPSM2 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
36.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
123.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
111.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
108.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
105.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
102.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
99.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
98.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
96.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
88.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
86.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
80.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
78.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
77.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
74.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
73.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
73.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
72.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
72.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
71.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
71.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
70.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
70.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
69.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
68.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
67.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
66.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
66.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
65.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
64.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
63.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
62.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
62.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
62.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
61.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
60.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
60.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
60.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
58.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
58.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
57.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
55.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
55.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
54.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
54.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
52.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
52.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
52.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
50.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
50.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
50.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
50.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
50.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
50.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
49.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
49.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
49.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
49.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
47.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
47.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
46.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
46.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
43.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
43.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
43.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
42.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
42.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
42.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
42.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
40.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
40.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
39.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
39.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
39.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
38.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
37.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
37.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
35.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
34.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
32.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
GPSM2 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
49.5
Number of samples
486
Samples
Sample
Description
TPM
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
154.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
149.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
146.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
142.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
140.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
140.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
135.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
131.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
129.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
123.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
123.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
122.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
119.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
118.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
118.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
115.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
113.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
112.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
112.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
107.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
107.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
104.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
104.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
104.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
103.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
102.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
102.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
101.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
100.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
99.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
96.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
96.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
95.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
95.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
94.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
94.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
93.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
91.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
91.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
90.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
90.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
89.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
88.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
87.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
85.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
84.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
84.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
84.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
82.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
82.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
82.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
82.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
82.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
80.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
79.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
79.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
79.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
79.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
78.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
78.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
78.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
78.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
77.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
77.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
77.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
77.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
76.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
76.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
75.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
75.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
75.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
75.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
75.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
74.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
74.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
74.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
72.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
72.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
72.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
72.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
72.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
71.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
71.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
71.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
71.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
70.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
70.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
70.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
70.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
69.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
69.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
68.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
68.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
68.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
68.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
68.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
68.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
67.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
67.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
67.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
66.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
66.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
66.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
66.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
65.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
65.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
65.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
65.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
65.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
65.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
65.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
64.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
64.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
63.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
63.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
63.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
62.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
62.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
62.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
62.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
62.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
61.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
61.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
61.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
61.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
61.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
61.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
60.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
60.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
60.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
60.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
60.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
60.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
59.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
59.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
59.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
59.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
59.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
59.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
58.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
58.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
58.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
57.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
57.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
57.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
57.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
57.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
57.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
57.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
57.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
56.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
56.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
56.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
56.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
55.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
55.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
55.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
55.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
55.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
54.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
54.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
54.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
54.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
54.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
54.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
54.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
53.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
53.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
53.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
53.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
52.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
52.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
52.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
52.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
52.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
52.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
51.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
51.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
51.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
51.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
51.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
51.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
51.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
51.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
50.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
50.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
49.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
49.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
49.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
49.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
49.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
49.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
48.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
48.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
48.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
48.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
48.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
48.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
48.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
48.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
48.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
47.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
47.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
46.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
46.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
45.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
45.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
45.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
44.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
44.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
44.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
44.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
43.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
43.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
42.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
42.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
42.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
41.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
41.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
39.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
38.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
38.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
38.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
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.
GPSM2 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
41.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
176.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
136.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
98.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
96.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
93.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
90.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
86.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
69.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
63.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
62.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
61.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
61.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
60.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
59.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
58.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
58.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
57.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
55.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
54.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
54.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
51.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
46.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
45.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
45.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
41.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
40.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
39.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
37.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
35.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPSM2 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
56.2
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
217.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
210.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
166.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
149.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
146.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
109.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
108.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
106.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
106.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
102.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
101.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
98.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
94.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
91.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
90.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
90.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
86.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
86.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
86.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
85.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
85.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
84.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
84.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
84.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
83.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
82.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
82.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
82.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
81.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
81.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
80.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
79.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
77.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
77.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
77.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
76.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
76.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
76.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
76.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
75.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
75.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
75.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
75.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
75.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
73.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
73.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
73.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
72.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
71.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
69.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
69.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
69.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
68.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
68.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
68.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
68.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
67.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
67.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
66.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
66.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
66.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
66.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
66.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
66.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
64.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
62.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
62.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
62.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
61.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
61.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
61.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
60.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
60.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
60.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
59.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
59.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
59.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
58.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
58.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
58.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
57.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
57.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
57.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
57.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
57.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
57.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
57.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
56.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
56.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
56.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
56.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
56.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
56.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
56.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
55.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
54.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
54.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
54.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
53.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
53.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
52.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
52.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
51.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
51.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
51.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
50.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
50.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
50.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
50.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
50.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
50.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
49.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
48.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
48.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
48.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
47.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
47.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
46.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
46.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
45.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
45.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
45.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
44.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
44.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
44.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
43.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
41.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
37.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
30.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
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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
