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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.
EXOSC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
70.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
67.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
62.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
61.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
59.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
58.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
57.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
56.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
56.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
55.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
54.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
54.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
52.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
50.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
49.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
49.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
49.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
49.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
47.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
47.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
46.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
46.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
45.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
45.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
44.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
44.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
44.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
44.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
43.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
43.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
42.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
42.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
42.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
42.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
42.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
42.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
42.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
42.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
41.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
41.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
41.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
40.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
40.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
39.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
38.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
38.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
38.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
38.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
38.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
38.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
37.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
37.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
36.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
35.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
35.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
34.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
34.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
33.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
32.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
31.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 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.
EXOSC1 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
19.7
Number of samples
486
Samples
Sample
Description
TPM
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
56.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOSC1 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
34.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
53.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
52.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
50.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
49.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
48.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
48.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
47.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
46.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
44.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
44.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
44.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
42.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
41.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
41.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
36.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
36.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
32.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOSC1 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
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
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Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
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Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
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Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
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Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
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Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.9
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
