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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.
SHARPIN 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
53.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
177.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
172.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
158.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
150.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
135.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
123.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
119.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
113.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
106.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
102.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
92.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
90.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
89.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
88.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
86.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
86.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
82.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
80.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
80.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
78.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
77.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
76.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
76.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
76.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
75.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
75.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
75.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
75.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
74.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
74.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
73.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
73.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
73.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
72.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
72.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
72.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
72.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
71.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
71.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
70.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
70.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
70.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
69.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
69.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
68.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
68.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
67.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
67.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
67.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
67.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
66.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
65.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
65.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
65.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
64.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
64.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
64.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
63.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
63.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
63.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
62.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
62.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
62.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
60.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
60.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
60.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
59.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
59.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
59.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
59.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
58.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
58.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
58.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
58.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
58.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
58.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
57.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
57.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
56.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
56.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
56.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
56.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
56.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
56.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
55.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
55.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
55.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
55.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
55.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
54.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
54.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
54.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
53.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
53.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
53.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
52.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
52.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
52.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
52.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
52.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
52.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
52.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
52.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
51.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
51.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
51.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
51.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
50.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
50.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
50.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
50.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
50.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
50.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
50.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
50.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
50.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
50.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
49.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
49.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
49.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
49.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
49.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
49.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
49.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
48.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
48.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
47.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
47.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
47.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
47.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
47.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
46.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
46.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
46.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
46.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
46.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
45.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
45.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
45.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
45.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
45.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
45.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
44.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
44.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
44.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
44.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
44.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
44.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
44.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
44.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
43.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
43.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
42.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
42.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
42.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
42.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
42.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
41.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
41.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
41.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
39.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
39.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
39.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
38.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
37.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
37.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
35.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SHARPIN 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
37.2
Number of samples
486
Samples
Sample
Description
TPM
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
89.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
85.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
85.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
80.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
79.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
75.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
75.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
70.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
70.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
68.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
68.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
68.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
68.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
67.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
67.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
66.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
66.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
64.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
63.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
62.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
61.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
61.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
60.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
60.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
60.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
59.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
59.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
58.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
57.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
57.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
56.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
56.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
56.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
55.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
55.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
54.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
54.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
54.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
53.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
53.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
53.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
53.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
53.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
53.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
52.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
51.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
51.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
51.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
51.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
51.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
50.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
50.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
50.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
49.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
49.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
49.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
49.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
49.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
49.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
49.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
48.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
48.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
47.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
47.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
47.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
47.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
47.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
47.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
46.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
46.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
45.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
45.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
45.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
45.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
45.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
45.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
45.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
45.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
45.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
45.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
44.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
44.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
44.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
44.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
44.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
44.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
43.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
43.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
43.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
43.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
43.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
42.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
42.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
41.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
41.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
41.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
40.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
40.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
39.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
39.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
38.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
36.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
SHARPIN 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
55.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
224.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
152.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
108.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
101.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
91.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
89.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
87.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
85.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
84.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
81.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
78.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
76.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
76.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
75.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
74.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
74.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
69.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
66.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
65.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
65.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
64.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
64.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
64.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
61.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
60.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
58.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
56.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
55.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
55.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
55.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
55.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
55.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
55.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
55.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
53.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
53.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
52.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
52.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
51.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
51.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
51.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
50.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
50.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
49.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
49.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
48.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
48.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
46.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
46.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
45.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
45.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
44.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
44.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
44.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
43.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
42.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
41.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
41.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
40.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
39.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
39.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
37.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
37.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
36.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
36.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
33.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
SHARPIN 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
36.2
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
110.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
96.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
72.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
68.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
67.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
67.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
67.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
65.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
64.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
63.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
61.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
60.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
58.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
54.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
54.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
53.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
52.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
52.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
51.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
51.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
51.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
49.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
48.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
48.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
48.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
48.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
47.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
47.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
47.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
45.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
44.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
44.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
44.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
44.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
43.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
41.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
39.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
38.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
38.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
37.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
36.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
