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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.
LY75 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
14.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
98.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
67.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
LY75 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
15.0
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
5.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
5.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
3.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LY75 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
18.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
61.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
42.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
40.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
35.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LY75 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
47.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
4.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.8
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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
1.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
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Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
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Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
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Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
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Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
