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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.
LYPD8 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
36.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1120.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
390.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
352.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
293.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
288.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
275.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
242.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
235.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
234.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
215.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
192.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
191.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
169.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
163.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
149.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
130.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
117.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
117.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
113.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
106.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
105.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
103.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
103.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
88.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
87.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
86.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
85.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
82.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
78.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
74.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
73.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
73.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
71.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
69.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
69.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
69.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
67.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
66.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
58.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
54.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
52.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
52.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
52.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
50.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
50.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
49.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
48.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
47.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
42.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
42.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
41.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
39.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
38.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
LYPD8 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
42.0
Number of samples
486
Samples
Sample
Description
TPM
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
446.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
381.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
378.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
336.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
268.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
257.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
242.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
241.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
229.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
213.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
204.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
191.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
173.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
167.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
158.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
158.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
153.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
145.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
145.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
143.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
143.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
141.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
139.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
134.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
134.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
133.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
132.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
130.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
125.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
123.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
119.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
118.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
117.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
117.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
113.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
110.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
109.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
106.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
106.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
104.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
102.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
102.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
102.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
102.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
99.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
98.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
98.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
97.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
94.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
94.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
93.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
93.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
92.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
90.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
89.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
88.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
87.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
85.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
84.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
84.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
83.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
83.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
83.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
82.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
82.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
81.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
80.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
79.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
79.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
79.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
77.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
76.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
75.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
75.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
75.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
75.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
75.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
75.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
74.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
72.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
72.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
72.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
72.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
71.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
71.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
71.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
70.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
70.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
69.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
69.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
68.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
68.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
68.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
68.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
67.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
67.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
67.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
66.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
65.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
65.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
65.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
64.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
64.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
63.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
63.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
63.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
62.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
61.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
61.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
61.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
60.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
60.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
60.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
59.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
58.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
58.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
57.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
56.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
55.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
55.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
54.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
54.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
53.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
53.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
53.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
52.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
52.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
52.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
51.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
51.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
51.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
51.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
51.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
51.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
50.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
49.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
49.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
49.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
49.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
49.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
48.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
48.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
48.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
48.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
48.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
48.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
47.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
46.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
46.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
45.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
44.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
44.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
44.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
43.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
40.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
3.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
3.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
3.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
3.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
2.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
1.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
1.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
1.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
1.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
1.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
1.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
1.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
0.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
0.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
0.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
0.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
0.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
0.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
0.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 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.
LYPD8 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
27.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
269.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
154.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
141.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
118.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
116.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
115.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
114.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
114.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
68.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
64.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
57.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
56.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
48.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
47.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
46.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
44.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
44.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
43.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
41.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
39.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
LYPD8 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
38.4
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
342.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
232.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
196.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
162.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
159.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
154.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
124.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
122.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
115.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
110.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
106.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
105.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
104.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
102.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
99.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
95.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
94.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
91.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
89.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
87.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
87.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
86.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
85.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
84.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
84.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
83.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
83.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
80.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
79.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
78.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
77.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
76.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
72.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
70.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
70.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
70.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
67.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
66.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
65.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
63.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
62.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
59.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
59.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
58.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
58.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
56.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
55.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
54.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
53.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
51.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
51.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
49.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
49.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
49.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
48.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
46.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
45.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
42.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
41.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
41.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
40.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
40.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
39.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
4.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
2.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
1.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
3.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
2.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
2.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
1.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.8
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-1.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-1.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.9
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.9
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-1.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-2.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-2.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-2.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
