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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.
SSBP4 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
51.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
122.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
122.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
119.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
118.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
115.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
105.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
101.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
99.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
93.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
93.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
88.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
86.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
85.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
84.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
84.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
83.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
82.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
81.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
80.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
78.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
78.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
78.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
78.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
77.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
75.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
75.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
75.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
74.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
74.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
74.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
74.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
71.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
71.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
71.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
71.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
70.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
70.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
70.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
70.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
70.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
70.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
68.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
68.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
67.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
67.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
67.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
66.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
66.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
66.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
65.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
65.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
65.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
65.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
64.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
64.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
64.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
64.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
64.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
63.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
63.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
63.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
62.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
62.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
61.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
61.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
61.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
60.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
60.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
60.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
60.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
60.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
60.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
59.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
59.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
59.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
58.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
58.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
58.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
58.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
58.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
58.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
58.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
58.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
57.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
57.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
57.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
56.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
56.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
56.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
56.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
56.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
55.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
54.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
54.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
54.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
54.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
54.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
54.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
53.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
53.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
53.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
53.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
52.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
52.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
52.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
52.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
52.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
51.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
50.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
50.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
50.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
50.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
50.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
50.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
50.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
49.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
49.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
48.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
48.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
48.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
48.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
47.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
47.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
47.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
47.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
46.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
46.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
46.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
46.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
44.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
44.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
44.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
43.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
43.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
43.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
43.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
42.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
42.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
42.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
41.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
40.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
40.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
40.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
39.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
38.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
38.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
38.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
38.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
37.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
37.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
36.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
36.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
36.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
36.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
33.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SSBP4 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
35.9
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
126.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
77.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
76.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
72.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
72.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
69.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
68.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
65.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
65.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
65.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
63.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
62.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
61.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
59.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
59.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
59.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
58.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
58.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
58.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
58.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
58.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
58.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
58.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
57.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
57.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
57.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
57.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
57.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
56.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
56.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
56.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
56.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
56.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
56.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
56.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
56.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
55.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
54.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
54.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
54.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
54.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
53.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
53.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
52.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
51.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
51.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
51.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
50.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
50.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
49.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
49.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
49.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
49.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
49.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
49.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
49.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
48.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
48.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
48.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
48.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
48.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
48.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
47.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
46.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
46.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
46.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
46.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
46.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
45.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
45.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
45.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
45.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
44.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
44.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
44.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
44.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
44.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
43.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
43.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
42.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
41.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
41.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
39.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
39.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
39.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
37.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
36.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
SSBP4 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
46.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
118.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
109.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
99.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
91.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
80.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
79.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
76.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
76.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
73.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
72.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
72.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
69.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
68.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
67.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
62.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
62.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
61.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
61.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
59.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
59.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
57.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
55.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
55.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
54.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
53.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
53.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
52.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
51.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
51.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
50.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
47.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
43.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
43.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
42.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
37.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
37.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 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.
SSBP4 is potential prognostic, high expression is favorable 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
34.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
73.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
68.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
68.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
67.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
64.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
62.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
58.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
56.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
56.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
55.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
52.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
52.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
52.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
51.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
51.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
50.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
50.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
49.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
49.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
49.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
48.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
48.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
48.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
48.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
48.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
47.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
47.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
47.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
47.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
46.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
45.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
45.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
45.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
44.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
43.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
37.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
34.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
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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.
The Human Protein Atlas project is funded
