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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.
IGSF8 is potential prognostic, high expression is favorable 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
42.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
121.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
108.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
104.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
99.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
95.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
92.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
86.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
79.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
79.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
79.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
79.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
73.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
72.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
72.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
68.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
68.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
67.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
67.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
66.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
66.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
66.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
65.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
65.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
65.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
64.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
64.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
64.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
64.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
64.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
63.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
63.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
63.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
62.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
61.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
61.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
60.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
60.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
59.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
57.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
57.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
57.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
56.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
56.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
55.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
54.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
54.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
54.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
53.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
53.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
53.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
53.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
52.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
52.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
52.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
52.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
52.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
51.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
50.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
50.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
49.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
49.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
49.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
49.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
48.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
47.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
47.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
47.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
47.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
46.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
46.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
46.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
46.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
46.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
46.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
45.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
45.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
45.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
44.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
43.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
43.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
43.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
42.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
42.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
42.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
42.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
42.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
42.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
41.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
41.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
41.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
40.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
40.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
40.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
40.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
40.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
40.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
39.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
39.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
39.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
38.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
38.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
37.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
37.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
37.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
33.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGSF8 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
26.7
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
74.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
71.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
63.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
55.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
51.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
50.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
46.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
46.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
45.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
44.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
43.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
41.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
37.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
36.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGSF8 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
42.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
80.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
75.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
73.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
72.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
69.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
63.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
63.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
62.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
61.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
61.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
57.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
56.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
55.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
54.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
54.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
53.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
53.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
52.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
51.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
50.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
50.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
49.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
49.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
48.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
48.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
48.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
45.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
45.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
44.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
43.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
42.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
41.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
41.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
41.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
37.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
36.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
35.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
34.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
31.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
IGSF8 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
24.9
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
44.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
44.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
42.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
33.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
