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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.
SCO2 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
37.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
100.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
91.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
91.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
84.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
76.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
75.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
75.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
74.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
73.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
71.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
68.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
67.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
67.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
66.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
64.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
62.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
61.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
60.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
60.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
60.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
60.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
60.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
58.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
58.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
58.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
57.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
56.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
56.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
55.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
54.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
54.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
54.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
53.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
53.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
52.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
52.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
52.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
52.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
51.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
51.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
50.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
50.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
49.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
49.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
49.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
49.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
49.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
49.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
49.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
49.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
48.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
48.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
48.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
48.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
48.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
47.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
47.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
46.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
46.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
45.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
44.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
44.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
44.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
44.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
43.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
43.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
42.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
42.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
41.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
40.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
39.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
38.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
38.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
36.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
34.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
34.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
29.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 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.
SCO2 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
12.3
Number of samples
486
Samples
Sample
Description
TPM
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
61.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
47.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
43.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
5.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
5.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
4.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
4.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
4.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
3.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
3.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SCO2 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
30.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
87.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
76.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
65.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
60.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
53.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
53.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
48.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
43.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
41.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
41.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
40.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
31.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
29.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SCO2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
4.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
3.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
3.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
3.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
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Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
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Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
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Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
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Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
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Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
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Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
